Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\n
We wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\n
Throughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\n
We wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
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1. Science, technology and advantages of microfluidics
As is the case in many fields of scientific research, the field of microfluidics has three main components: a science, a technology and an applications component.
For microfluidics, a common thread between all of these components is that they are micro-sized, so size will be briefly discussed first. The dimensions shown in Figure 1 are approximate because size of naturally-occurring objects (and of some manufactured-things) varies, for example the diameter of a human hair is between 50 and 100 μm; the diameter of the tip of a rollerball pen is between fine, medium and bold (e.g., between 0.5 and 0.7 mm); and of a 1 cent coin with its diameter varying slightly depending on the jurisdiction the penny was minted (typically around 20 mm or somewhat more).
Figure 1.
Examples of an approximate scale of things. The boundaries between micro and nanofluidics and between micro and millifluidics are fuzzy. In many cases, the strict definition adopted by the National Science Foundation (NSF) of the US for nano as anything with one critical dimension ≤100 nm is not strictly adhered to, thus there is a gap between 100 nm and 1 μm. Similar arguments apply to the NSF definition for micro (defined as one with a critical dimension between 1 and 100 μm). In many cases, the micro-scale is arbitrarily widened to ~1 mm and sometimes slightly more. The term millifluidics has recently been used for channels (or structures) with one critical dimension of a few mm.
1.1. Microfluidics as a science
Microfluidics has been defined [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17] as the study of the behavior of fluids (or whatever is in them, e.g., colloids, discrete nanoparticles or individual cells), in micro or in sub-millimeter channels or around microstructures. Although microchannels can be relatively long (e.g., several 10’s of mm), they are still called microchannels as long as one critical dimension (e.g., channel-width or channel-depth or tube radius) is in the micro scale. Microfluidic channels can be used for example to confine or to guide or to mix or to manipulate fluids.
The science of scaling as applied to microfluidics: a number of physical properties of fluids change as size gets smaller [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47], to quote “smaller brings new capability” [31]. These changes are often non-linear and have been discussed in books [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17] and in journal papers [18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]. A non-exhaustive list of size-dependent phenomena and effects is outlined below.
The length-cube relationship: the geometrical scale of length varies linearly but volume varies as length-to-the-power-of-three. As a consequence, volume changes rapidly as length decreases. Typical volumes of fluids in microfluidic channels range between nano-liter (nL) and femtoliter (fL). At the μm-scale, some properties of fluids change (as compared to a mesoscale, arbitrarily defined as the intermediate scale between the micro-scale and the macro-scale). Example properties that dominate at a micro-scale and that are different than those observed at the meso and macroscales include dominance of laminar-flow, diffusion-dominated mixing and capillary action. To highlight one such effect, a counter-intuitive example (from an every-day scale point of view) involves two parallel-flowing fluid-streams that come into contact in a microchannel. Since there are no eddy currents or turbulence (due to laminar flow), the only mixing that occurs is a result of slow-occurring diffusion at the interface between the two fluid-flows. Since there is no bulk mixing, mixture-separations in microchannels are faster and have shorter separation times.
The square-cube law: states that volume increases faster than surface area. In microfluidics, fluid-flows in microchannels are influenced or controlled or are a function of surface area (e.g., surface tension) while others (e.g., weight) are a function of volume. Typically, in microfluidics there are no gravity effects but dominance of surface tension and of interface effects.
Examples of other phenomena influenced by size and expressed by dimensionless numbers: these include laminar flow expressed by the Reynolds number; surface tension expressed by the Bond number; transient thermal effects expressed by the Fourier number; viscous heating by the Brinkman number; and fluid compressibility by the Mach number.
As a result of channel-size, microfluidics enables one to probe individually whatever it is in a fluid constrained in a microchannel (e.g., a single cell), thus providing additional avenues for scientific inquiry and discovery (important especially in the bio-analytical sciences).
Overall, the relevant literature [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47] describes efforts at exploring and understanding the Physics of flow-related phenomena. Developments enabled by microfluidics will be highlighted in this chapter, with emphasis on ionized gases (e.g., Paschen’s law for electrical gas breakdown; plasma sheaths and the Debye length) as applied to microplasmas formed inside fluidic channels.
1.2. Microfluidics as a technology
Microfluidics refers to a variety of approaches that enable exploitation of the phenomena mentioned above by fabricating microfluidic channels on a variety of substrates. For instance, on crystalline Silicon (of c-Si) wafers, on amorphous glass or on polymeric substrates. Due to the advantages of confining flow in microfluidic channels, several fabrication technologies have been developed and tested and will be briefly reviewed. These technologies are often collectively called micro Total Analysis Systems (μTAS) or Lab-on-a-Chip (LoC) or Micro Electro Mechanical Systems (MEMS). Microfluidics or whatever acronym is used to describe it, has attracted significant attention in books [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17] and in journals [18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]. While in the topic of publications, older references have been purposely included in this chapter followed by some recent publications. Where possible, the citations in the reference list have been grouped either according to fabrication technology or according to the type of substrate used (e.g., c-Si, amorphous, polymeric) or according to application. Within each technology, the reference list has been sorted out chronologically to help interested readers follow the origin and evolution of ideas and technologies. Despite of the relatively large number of references included, this is not a comprehensive review. The reference list simply offers starting points. Getting back to the main theme, the question still remains: why does microfluidics continue to receive increased attention? What are the advantages of using microfluidics, especially for chemical analysis applications?
1.3. Advantages and selected applications of microfluidics
The science and technology mentioned above are widely exploited and applied to give microfluidics a host of advantages. A brief list includes use of small volumes of sample and reagents (thus reducing cost per analysis and minimizing waste disposal); rapid sample processing; potential for automation (thus reducing cost); reduced risk of contamination; short analysis time (e.g., by increasing speed of separations); small footprint and light-weight thus enabling development of future portable microfluidic-based, portable micro-instruments that can be employed on-site or for personal use or for personal dosimetry; potential for massive parallelism (for high sample throughput); and overall, lower ownership and operating costs (vis-à-vis conventional, lab-sized systems). Application areas (to name but a few), include analytical chemistry, synthetic chemistry (including nanomaterials synthesis), microbiology, biotechnology, point-of-care diagnostics, drug delivery, immunoassays and medicine, health-monitoring and health-diagnostics, agriculture, food safety and environmental monitoring [30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47].
2. Technology for fabrication of microfluidic channels
2.1. Fabrication using either crystalline Si (c-Si) or other substrates
Microchannel fabrication technology has been borrowed from the semiconductor industry. Initially, bulk micromachining [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 48, 49, 50, 51] was employed on crystalline Si (c-Si) substrates and on amorphous glass. To use it, a photolithographically patterned wafer was dipped into a chemical etching solution to etch-away (or subtract) material from the substrate, thus forming microchannels of desired geometry. This method is often referred to as wet chemical etching [48, 49, 50, 51]. Inadequate control of channel depth (resulting unevenly etched channels) due to spatial etch-rate variations and to pyramid formation when crystalline-Si (c-Si) substrates and deep microchannels were etched are two key disadvantages. In contrast, surface micromachining [52, 53, 54] involves repetitive patterning, thin layer deposition and selective etching of sacrificial layers. The challenge here stems from the many photolithography steps involved and from the precautions required so that previously deposited layers are not damaged.
We used (as far back as the 1990’s) cleanroom-based photolithography, bulk micromachining and wet chemical etching [48, 49, 50, 51] to fabricate shallow-depth microchannels (with relatively low width-to-depth aspect ratio). This approach is often referred to as 2D sculpting of Manhattan-like structures and it offers a planar, 2D- rather than a 3D-perspective. Some examples will be briefly discussed later.
For completeness, other methods of microchannel fabrication on inorganic substrates (either crystalline or amorphous) have been described. A short list includes laser machining [55, 56, 57, 58]; lithographie galvanoformung adformung (LIGA) or lithography electroplating molding [59, 60, 61] which is well suited for fabrication of high aspect ratio channels; deep reactive ion etching (DRIE) [62, 63, 64, 65] often used for fabrication of microchannels with a high aspect ratio; and, SU-8 (an epoxy-based negative photoresist) and its variants such as SU-8 series 2000 and SU-8 Series 3000) [66, 67, 68].
Technologies involving polymeric substrates [69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83] include replication via imprinting [69, 70, 71, 72, 73] or embossing [74, 75, 76]. Polymeric substrates are selected due to their bio-compatibility or to reduce cost of ownership. Examples will be shown later. The terms disposable or recyclable microfluidic devices is often used for microfluidic channels on polymeric substrates. Soft lithography [77, 78, 79, 80, 81, 82, 83] (defined as a collection of fabrication techniques for replication of microchannels) is a technology that does not require access to a clean room. It is called soft because it uses soft and flexible (primarily) elastomeric materials such as poly di methyl siloxane (PDMS) and often cyclic olefin copolymer (COC).
There are other techniques that are rather difficult to classify either according to fabrication technology or according substrate. Despite of being brief, the list includes droplet microfluidics [84, 85, 86, 87, 88, 89], in which discrete droplets or small volumes of immiscible liquids are guided through microchannels. In the early literature, this approach was often called digital microfluidics. As it is known now, digital microfluidics [90, 91, 92, 93, 94, 95] is an outgrowth of electrowetting [90, 92] and it involves use of discrete droplets on arrays of electrodes, with individual droplets manipulated by electrical means. The list also includes centrifugal microfluidics [96, 97, 98, 99, 100, 101], a technique that enables micro-flow manipulation by using rotational forces (e.g., Coriolis) obtained by spinning a CD on top of which there are microfluidic channels. This technique is often called “lab on a CD”. It also includes paper microfluidics [102, 103, 104, 105, 106, 107, 108], a technique that uses paper for development of microfluidic approaches intended for use in resource limited situations (e.g., remote geographical areas or resource-limited locations).
Rapid prototyping via 3D-printing [109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122] involves both a technology (e.g., a 3D printer) and a materials platform (e.g., a polymer) for formation (primarily) of mill-sized fluidic (and recently) micro-sized channels [115, 117, 120]. An example of 3D printing will be discussed later in this chapter.
2.2. Fabrication technology examples
To highlight substrate-dependence of fabrication, the fabrication steps required for microchannels on c-Si and on amorphous glass or quartz substrates are compared and contrasted in Figure 2. It should be noted that depending on crystallographic orientation of the substrate and of the chemical cocktail used in the etching solution, isotropic or anisotropic etching may be obtained [48, 49, 50, 51].
Example 1: Planar 2D-chips and wet chemical etching for fabrication of microchannels on crystalline and amorphous substrates (Figure 2).
Figure 2.
Simplified steps used for fabrication of microchannels on a) a c-Si wafer as a substrate and on b), a wafer made from an amorphous material (abbreviated as a-wafer-above, such as glass).
For completeness, an example of wet chemically etched microchannels on glass is shown in Figure 3.
Figure 3.
(a) Part of a 14.5 mm by 25.6 mm chip of an etched microfluidic channel on corning 7059 glass with the photoresist removed and (for clarity) without a cover plate. Also omitted are pipette-tips used as sample reservoirs that are attached to the sample well. A coin was included for size. (b) Part of a Mylar mask used for photo-lithography. (c) Part of a washed meandering microchannel shown under 10x magnification and (d) shown under 60-fold magnification. (e) an unwashed microchannel immediately after etching showing etching by-products inside the microchannels, thus requiring their removal. (f) a sample-well and a washed microchannel showing the quality of etching, in particular for the round sample-well. For (d), (e) and (f) the photoresist was not removed to provide contrast for the photographs.
The quality of the etched microchannels depended on the composition of the etching solution and on the geometric-primitives that were used to define the channels. To enclose the microchannel of Figure 3, a cover plate was used (but is not shown in Figure 3). Depending on the required optical transparency, a UV-transparent quartz cover plate was employed for most of the work described here. Furthermore, depending on the substrate (e.g., c-Si or glass), a variety of bonding methods can be employed [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17].
Despite of the ability to fabricate low aspect ratio microchannels, wet chemical etching has shortcomings arising from costs, from limited access by many to photolithography and to cleanrooms, and from time-delays between mask-design (Figure 3b) and receipt of finished prototype (e.g., Figure 3a). At present, access to cleanrooms is not required because microfluidic chips can now be ordered from specialized foundries. In spite of this, there are still costs and time-delays involved. There is another limitation if microchannels are to be used with biological samples, because many biosamples adhere to substrates. Thus, functionalized surfaces or microfluidic channels on polymeric substrates are preferred.
Example 2. Imprinting microchannels on planar polymeric 2D-chips. 2D-microchannel fabrication on polymeric substrates is one way of overcoming some of the limitations mentioned above. But polymers may contain additives, fillers or plasticizers that may contaminate the samples, and they may display auto-fluorescence. As for fabrication (Figure 4), it may be achieved by using Si-stamp imprinting (Figure 4) or by imprinting (by pressing) a wire on a substrate [69] (Figure 5). In the example shown in Figure 4, a c-Si stamp (or master or hard mold) was developed and was employed for replication by imprinting.
Example 3: 3D-printed, milli-sized fluidic channels on polymeric materials for hybrid 3D chips. 3D printing technology [109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122] using polymeric materials is receiving attention for rapid prototyping [109] including fabrication of mm channels (often called millifluidics) and more recently for sub-mm channels (using specialized printers) [120, 121]. We used 3D-printing due to reduced fabrication and ownership costs and due to quick turn-around times (often from concept to prototype in hours). A simple, hybrid, 3D-printed 3D-chip containing a millifluidic channel is shown in Figure 6. The word hybrid was used because the two needle electrodes and the quartz cover plate were not 3D-printed.
Figure 4.
(a) Mask; (b) mask on c-Si chip, coin has been added for size; (c) chemically etched c-Si chip (serving as a stamp), the meandering pattern is protruding from the surface of the chip; (d) imprint generated by pressing the stamp and the polymeric chip together by placing them in a hydraulic press and by applying pressure at room temperature; (e) imprinted sample-well on a polymer chip shown under magnification; and (f), part of an imprinted meandering channel shown under magnification. For (d) and (e) and (f) different polymeric materials were used.
Figure 5.
(a) Imprinted channel on a polymeric chip (60x magnification), (b) sample-well (60x magnification) and (c) Venturi micropump with no moving parts and no electrical power requirements fabricated by imprinting (coin included for size) [73].
Figure 6.
Sugar cube-sized, 3D-printed hybrid-chip with a millifluidic channel to be fitted with a quartz cover plate (selected for UV transparency). A sample introduction system is also shown and it has been included to provide an overall size for this “critical” component of a potential future micro-instrument. An actual sugar-cube (~1 cm by ~1 cm) has been included for scale comparisons.
In my laboratory, some of the fabrication technologies discussed thus far have been used to constrain plasmas in microfluidic or in millifluidic channels. But why plasmas and why microplasmas?
3. Why plasmas?
There are four states of matter: gases, liquids, solids and plasmas [123, 124, 125, 126, 127, 128, 129, 130, 131]. To generalize, atmospheric pressure plasmas are ionized gases that are either hot or cold (about room temperature or somewhat above it). Plasmas occur in nature, for example those found in inter-stellar space, in the ionosphere, in auroras and in lightening. There are also artificially-generated plasmas that are being used in many every-day-life applications. Neon signs and fluorescent lights in which low-pressure plasmas are formed either in Neon (Ne) gas or in Argon (Ar) gas) are two such examples. Other examples include plasmas employed for device fabrication by the semiconductor industry or for materials synthesis in nanoscience and nanotechnology [129, 130, 131]. It has been estimated that over 50% of whatever goes inside any electronic device (e.g., a tablet, a smartphone, TV) is fabricated using a low-pressure plasma.
Conventional-scale (or lab-scale) atmospheric pressure plasmas are widely used in chemical analysis, primarily in the form of atmospheric-pressure, 6000–10,000 K hot Inductively Coupled Plasmas or ICPs [132]. Due to their size and weight (e.g., in the few 100’s of pounds), their gas consumption (e.g., ~20 L/min), their power usage (e.g., 1–2 kW) and their need for cooling, ICPs are primarily used in a lab.
3.1. Some fundamental aspects of plasma science
A plasma is an ionized gas [123, 124, 125, 126, 127, 128, 129, 130, 131]. The term plasma was coined by Langmuir in the 1920’s and it is derived from the ancient Greek word πλάσμα (plasma), freely translated to something “moldable”. A plasma consists of ions (with ion number density ni) and electrons (with an electron number density ne), and on the average it is quasi-neutral, and for singly ionized gases ne≈ni. Thus, a prerequisite for plasma formation is ionization. Singly-charge ionization (in the form of ion-electron pair formation) is done by detaching an electron from a neutral gaseous atom or molecule. Although there are other ways of detaching an electron (e.g., thermally), one way doing it is by placing a gas between two electrodes and by applying an electric field with a sufficiently field-strength to ionize the gas (Figure 7), thus forming an electrical gas discharge. Because neutral gaseous atoms or molecules (ordinarily insulators) become ion-electron pairs, they also become (partial) conductors. Partial because to an approximation, conductivity depends on the degree of ionization (this is important for weakly ionized plasmas).
Figure 7.
Ideal plasma formed in a gas-tight and pressure-controlled enclosure. The plasma is formed between two conducting plates or electrodes positioned at a distance (or gap) d from each other. For dc operation, pertinent literature should be consulted [124].
To obtain electrical gas breakdown, the dielectric strength of the gas must be exceeded. The dielectric strength is the maximum electric field-strength (in V/m) an insulating gas can endure without breaking down into ions and electrons. If there is a sufficiently large field-strength, breakdown of the dielectric strength will cause formation of (typically) a low-current spark (i.e., a momentary electrical discharge, an example is electrostatic discharge from static electricity), or formation of a continuous electric-arc requiring continuous application of an electric field from an external power supply (Figure 7) capable of providing high-current (often in the Amp range). Arcs find applicability in welding of metals.
Conditions for sustaining continuous plasma operation: Following gas breakdown, there must be continuous application of external power to sustain a plasma. Other criteria include an electrode distance d that must be > > λD and that neλ3D must be > > 1 (this is easy to satisfy for the plasmas of interest to this work), where λD is the Debye length [133, 134, 135, 136, 137]. These will be briefly discussed later in this section.
For microplasmas formed inside fluidic microchannels, in addition to gas breakdown and to continuous application of power, a microplasma must be formed in a constrained microchannel.
3.2. Scaling of lab-size, ambient-pressure plasmas to microplasmas
Arbitrarily defined, microplasmas are those with one critical dimension in the micro-meter (μm) or in the sub-milli-meter regime [138, 139]. The words “critical dimension” (i.e., one dimension such as channel depth or width or radius) are important here: an atmospheric pressure microplasma in a microfluidic channel can range in length from μm to a 10’s of mm, as long as its critical dimension fits the definition above. But as the critical dimension is reduced to sub-mm and depending on operating conditions, atmospheric pressure plasmas transition from thermal and 10,000°C hot (e.g., lab-scale ICP [132]) to non-thermal and cold [133, 134, 135, 136, 137, 138, 139] (e.g., microplasmas). They also transition from equilibrium to non-equilibrium (to an approximation, to those with gas temperature Tg << Te (electron T). There are scientific implications due to these transitions (e.g., for nanomaterials synthesis) and for excitation mechanisms (e.g., for chemical analysis). In terms of technology-implications, cold plasmas enable use of inexpensive polymeric substrates that do not melt because microplasmas are cold and they do not require cooling; and they allow use of inexpensive 3D printing technology for fabrication.
Why miniaturize atmospheric-pressure plasmas? Operation at (or near) atmospheric-pressure is preferred because it obviates the need for heavy-weight and power-consuming vacuum pumps. By reducing weight and power consumption, atmospheric-pressure operation enables microplasma portability for chemical analysis on-site (i.e., in the field). By bringing a microplasma-based instrument to the field, microplasmas are expected to cause a paradigm shift in classical chemical analysis in which samples are collected in the field and are brought to a lab for analysis [140, 141, 142, 143, 144, 145, 146, 147, 148].
Due to plasma miniaturization, a number of questions arise. For example, how small can microplasmas be made? And, how small analytical microplasmas should be made? From a technology perspective, what is the minimum voltage required to ignite and sustain a microplasma? Would substrates tolerate the required high voltage? And, what is the preferred fabrication technology?
3.3. How small atmospheric-pressure microplasmas can be made?
A plasma (Figure 7, regardless of its size) consists of two plasma sheaths (located in the vicinity of two electrodes bathed in a gas-of-interest in a gas-tight container) and a bulk plasma [133, 134, 135, 136, 137]. Shielding (or damping or screening) of the electric field arises from the presence of charged species in the plasma and from the unequal mobility of ions and electrons in the vicinity of the electrodes. Inside the plasma sheath, macroscopic electrical neutrality is likely not maintained. But outside of it (labeled bulk plasma in Figure 7), macroscopic neutrality is maintained and (time-averaged) electron and ion fluxes are roughly equal. Thus (on a time-average and per unit-volume), ne≈ni (for singly charged species). The distance (or thickness) a sheath screens electric fields is called the Debye length (λD), given by Eq. 1.
where k is the Boltzmann constant, T is the electron temperature, ε0 is the permeability in vacuum, ne is the electron number density and e is the charge of an electron.
To generalize, a key assumption is that sheath thickness is about the same magnitude as the Debye length. A few, what-if type thought-experiments will be used to obtain an indication on how λD changes as T and ne vary. For example, for an atmospheric pressure plasma when T = 10,000 K (with 1 eV = 11,600 K) and ne = 1016 m−3, then λ D = 110 μm. But when T = 5000 K and assuming that there is no thermal ionization (thus the degree of ionization is constant and the same as in the example above) with ne = 1016 m−3, then λ D = 80 μm. For less than atmospheric pressure operation and assuming that ne = 5 x 1014 m−3 and (for simplicity, assuming that the degree of ionization is unchanged) and that T = 5000 K, then λ D = 350 μm. Because plasmas cannot be made smaller than their boundary layers (per conditions outlined in Section 3.1), plasma sheaths (and Debye length) set a fundamental limit as to how small the inter-electrode distance d (Figure 7) can become, in other words, how small a microplasma can be made.
Since inter-electrode distance d must be >> λD, and for the example with λD = 110 μm and for a two-electrode operation, then the microplasma must be larger (or much larger) than 2 times λD or (for this example) it must be >> 220 μm). As d becomes ~2 times the length of the sheath, the sheath-bulk plasma structure must disappear and thus the plasma must become devoid of a bulk plasma (Figure 7), that is to become a sheath-only plasma. But in a strict interpretation of the definition of a plasma, can such an ionized gas still be called a “plasma” [134]? There are published reports of microplasmas formed in constrained cavities that are smaller than 10 μm by 10 μm [133, 134, 135, 136, 137]. This has been explained by considering that sheath-thickness scales as inter-electrode distance decreases. Several open-ended questions in this research area still remain unanswered for instance, would microplasmas the size of 10’s of μm be useful for chemical analysis? To obtain insights, perhaps this question must be re-phrased to read “how small analytical, atmospheric pressure microplasmas should be made”?
3.4. How small analytical, ambient-pressure plasmas should be made?
There are two answers to this question. One is that microchannels can be 10’s of mm long ([48, 49, 50, 51] and cited literature). Since there does not seem to be a fundamental reason why microplasmas should be constrained in μm-size cavities, microplasmas can occupy part of mm-long microchannels (Figure 8). Therefore, such microplasmas are not limited by Debye length or by plasma sheaths.
Figure 8.
(a) Simplified diagram of a microplasma and (b) microplasma formed at the end of a needle electrode (OD: 470 μm, ID: 130 μm) inside a microfluidic channel on a microfluidic chip. A Canadian 1 cent coin (about the same diameter as that of a US one-cent coin, or UK’s one-pence, or a one-cent euro) has been included for size.
The other answer involves residence time of an analyte in a microplasma (analyte = the chemical species of interest in a sample to be used for chemical analysis). Residence time (important in elemental chemical analysis) is defined as the time an analyte resides in, or is in contact with or it interacts with a microplasma. In general, as microplasma length (dictated by the inter-electrode distance or gap) decreases, so does residence time. But as residence time decreases, so does signal intensity from an analyte introduced into a microplasma. This is mainly due to a reduced interaction-time between an analyte and a microplasma. Thus, from an elemental analysis viewpoint, decreasing the length of a microplasma (e.g., by fabricating microplasmas in μm cavities) may not necessarily be beneficial in terms of signal intensity. This is significant because as signal intensity worsens, signal-to-noise ratio (SNR) degrades, thus degrading the detection limit (defined as the minimum amount or concentration that can be detected with a stated statistical confidence). The detection limit is a key figure of merit in chemical analysis. From the foregoing it can be concluded that mm-long microplasmas formed inside microfluidic channels (e.g., Figure 8) will likely be beneficial for elemental chemical analysis.
3.5. Igniting and sustaining a microplasma at atmospheric pressure
Conceptually, there are two steps involved in forming and sustaining a continuously-operated atmospheric-pressure microplasma. For instance, a microplasma must be first initiated (or “ignited”) and then it must be sustained. The minimum “ignition” (or sparking) voltage (Vb) for which the entire discharge gap is fully formed (often called “bridged”) when a uniform electric field is applied between two flat electrodes at a distance or gap (d) immersed in a gas of interest under pressure (p) can be determined using Paschen’s law (Eq. 2).
A and B are constants that depend on the properties of the gas in which the electrodes are immersed in (not accounting for any ionization due to background radiation). The values of A and B are either determined experimentally or they are calculated from literature values [139]. The coefficient γ (also known as Townsend’s coefficient) incorporates properties of the electrode material (e.g., work function) and it assumes that gas breakdown is predominantly a function of electron emission from the electrodes. In short, the two key variables in this equation are pressure (p) and inter-electrode distance (d). The product of p times d is often called “pd scaling.” An example of a Paschen curve is shown in Figure 9.
Figure 9.
Paschen curve for argon gas and for a 2.8 mm inter-electrode gap (d) as a function of pd.
Paschen’s law applies to electrical discharges formed at low-pressures. In high-vacuum or at high pressures (e.g., atmospheric), Paschen’s law fails ([139] and references herein). There are also deviations from the behavior predicted by Eq. 2 when kHz or MHz ac voltages are used or when μm inter-electrode distances (or gaps d) are employed [139]. Undeniably, there are limits to applicability of Paschen’s law. Despite of these limitations, Paschen’s law (presumably, the only choice) can be used to obtain rough estimates of the magnitude of the voltage required to ignite (or initiate) an atmospheric pressure plasma. Thus it can be used as an aid in the design of appropriate power supplies. For instance, when the electrodes are made from Iron (Fe) and the inter-electrode distance d is 2.8 mm, and the discharge gas is Argon (Ar) at (or near) atmospheric pressure, the minimum voltage (Vb) required for gas breakdown (or for microplasma ignition) is about 6000 V. As the inter-electrode distance d decreases from 2.8 to 1 mm (and by keeping all else constant), Vb drops to about 2400 V, and when d further decreases to 0.5 mm, Vb drops to about 1400 V. It should be emphasized that gas breakdown at the minimum voltage Vb is not always necessary and that (once ignited), to sustain a microplasma lower voltages are typically required. An example is the ballast used in fluorescent lights.
4. Microplasma formation inside fluidic channels
The key idea behind microplasma miniaturization [138] is to obtain analytical performance about equal to that of lab-scale ICP-optical emission spectrometry (ICP-OES) systems [132] but by using self-igniting, low-power, low-cost, small-size, light-weight, continuous-flow and low gas-consumption (e.g., 250 mL/min) atmospheric-pressure microplasmas. The expectation is that such microplasmas can be used for “taking part of the lab to the sample” types of applications [140, 141, 142].
Based on these ideas, we fabricated and tested a variety of battery-operated, atmospheric pressure, self-igniting, mm-length microplasmas in fluidic channels [143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156]. Due to their mm-length, plasma sheath and Debye length are not of a concern. In addition to being “cold”, their high surface area-to-volume ratio further facilitates heat dissipation, thus facilitating use of polymeric substrates and 3D-printing fabrication methods. Example microplasmas fabricated in a variety of substrates will be discussed next.
4.1. Microplasmas in fluidic channels on amorphous substrates
For microplasmas formed inside a microfluidic channel on a chip, a dual substrate approach was used (Figure 10). Briefly, cleanroom-technologies (Figure 2) were employed to define and to sputter-deposit Au electrodes E1 and E2 (Figure 10a). Holes were drilled for the inlet and the outlet. On the bottom wafer, a chemically etched microchannel was formed. The top and bottom wafers (Figure 10a and b) were aligned so that the central part of the etched channel matched the protruding part of electrodes E1 and E2. Then the wafers were bonded together (Figure 10c) [143] and glass-tubes were affixed to the inlet and outlet holes (Figure 10d). The inlet was connected to a gas-supply (Ar-3%H2) that was used as the microplasma gas and as the sample-introduction carrier-gas. Upon application of electrical power, the microplasma self-ignited, it was formed between electrodes E1 and E2 and was sustained by continuous application of electrical power (~10 W). To avoid electrode breakage, a high-voltage ac [143] was used.
Figure 10.
(a) Top chip showing electrodes E1 and E2, (b) bottom chip showing the etched microchannel, (c) the top and bottom chips bonded together (the microplasma was formed between electrodes E1 and E2, and (d) an “angle” view of the two bonded chips.
4.2. Postage stamp-sized microplasmas on polymeric substrates
To reduce ownership, operation and fabrication costs, we developed and evaluated a variety of microplasmas on polymeric substrates (e.g., Figures 11 and 12) [144, 145, 146]. Although a critical microplasma dimension was in μm-meter regime (Figure 11), these microplasmas were formed inside millifluidic channels (e.g., ~2 mm wide). This was done for rapid prototyping [109] and to avoid accidental contact of the microplasma with the channel-walls (important during testing). Once prototypes were produced, channel width was never revisited. Although polymeric substrates have high dielectric strength, to address poor transmission of polymers in the UV, the channels were fitted with a quartz plate (Figure 11b).
Figure 11.
(a) Postage stamp-sized polymeric 3D-chips and (b) microplasma formed between electrodes E1 and E2. Depending on operating conditions, microplasmas with diameters of (b) ~750 μm, (c) ~400 μm and (d) ~200 μm were formed. A 1 cent coin was included for size, the microplasma fit inside the letter a of the coin.
Figure 12.
3D printed microplasma on a hybrid 3D-chip formed between electrodes E1 and E2 (coin has been included for size, the microplasma fit inside the letter a of the 1 cent coin).
4.3. Millifluidic channels in 3D-printed chips for microplasmas
3D-printing [109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122] was accomplished using a 3D-printer (~$1000) to rapidly prototype 3D-chips in a few hours (or less), thus obviating the need for cleanrooms and lithography. We used 3D-printing to fabricate hybrid chips (fitted with a quartz plate and needle electrodes) for microplasma formation in millifluidic channels [146, 147, 149]. An example is shown in Figure 12.
5. Nanofluidics
The nanoscale [157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194] is a natural extension of the microscale (Figure 1) and it is defined as the science, technology and application of transport phenomena and of fluid-flow in channels ≤100 nm or around nano-size objects [158, 170]. This is not universally accepted, many consider nano-size as anything with one critical dimension ≤1 μm. The range between 100 nm and 1 μm is sometimes referred to as “extended nanofluidics” [181]. Nanofluidics is not new, although the name is [159, 160].
5.1. The science of nanofluidics
In nanofluidics, size (or scale) is important, likely more so than in microfluidics. For instance, at the nano-scale many dimensions of molecules are of similar size as the nano-fluidic channels that constrain them (Figure 1). A few scientific questions that being addressed include: How do properties of individual atoms, ions or molecules, manifest themselves as they are confined in spaces (roughly) of their own size? Would quantum effects become important [173]? Since pressure is not used to force fluids through nanochannels, should electrokinetic flow be preferred? And, as surface-to-volume ratio increases significantly (over microchannels), what is the effect of surface-charge on ions or molecules confined in nanochannels? What is the effect of surface roughness on fluid-flow? And, how do surfaces interact with ions or molecules so close to them? What are the best surface modification approaches? What is the effect of van der Waals forces and of the electric double layer (EDL) at the nm-scale? Some questions arising from technology include: how would one introduce very small volumes of analytical samples into nanofluidic channels? To facilitate discussion, assume a cylindrical nanochannel with 100 nm diameter and 1 μm length. In this case, the volume is 100 atto Liter (aL). How would one introduce an aL volume sample into a nanochannel without evaporation of some of the analyte or of the solvent? Due to the infinitesimal volumes used, would single atom, ion or molecule measurement techniques be essential? In support of this, it has been estimated that in a liquid the volume of a cube with dimensions 100 nm by 100 nm by 100 nm, there are only ~6 analytes when the concentration of the analyte is 1 μm [160]. Would sample separation, pre-concentration and use of highly-sensitive detection techniques (e.g., laser induced fluorescence or LIF) become essential?
5.2. Technology for fabrication of nanofluidic channels
According to the National Science Foundation (NSF) in the US and its National Nanotechnology Initiative (NNI), nanotechnology involves “the application of scientific knowledge to manipulate and control matter in the nanoscale” [158, 170], more or less arbitrarily defined at ≤100 nm [158, 170]. Nanofluidics often falls under nano electro mechanical systems (NEMS) [164, 177, 178, 179, 184] typically fabricated using complementary metal oxide semiconductor (CMOS) technology [177, 178].
For nanofabrication, many technologies have been described [159, 160, 161, 162, 165, 166, 169, 171, 172, 180]. Some of them are nano-specific [159, 169] for example, scanning probe lithography (SPL) [161], etching using a focused ion beam (FIB) [171] and nanoimprinting [159]. In many cases use of a cross-sectional area of a nanochannel is preferred (e.g., 10 nm by 10 nm) rather than aspect ratio. Nanofluidic channels can be nanofabricated using either top-down or bottom-up approaches.
Top down methods of fabrication of nanochannels: By analogy to micromachining, these fabrication methods include bulk nanomachining; surface nanomachining; and, imprinting (as is typical of soft-lithography) [159, 161, 162, 163, 164, 165, 169]. A top plate is typically used to cover nanochannels but due the nanosize of the channels and unless precautions are taken, channels may plug-up during bonding.
Bottom up methods of nanostructure formation: in some cases molecules can be “convinced” to self-assemble into nanostructures by controlling chemical conditions [160, 162].
Associated nanofabrication technologies include scanning probe lithography (SPL) [161], electron beam lithography (EBL) [159] and dip-pen nanolithography [185]. Such approaches are typically used to bypass the diffraction-limit of photolithography or to provide new capabilities.
5.3. Applications of nanofluidics
In addition to enabling fundamental studies of fluid-flow and of transport phenomena (with many studies aimed at the study of naturally occurring processes in biological nanochannels), many applications are aimed at bio-sciences, bio-nano-technology and bio-analytical chemistry where applications exist in abundance [166, 167, 168, 169]. Applications outside of classical nano-fluidics include nano-pores (e.g., for bio-applications and DNA sequencing) [186, 187, 188, 189, 190, 191, 192] and even for the study of fluid-flow in nano-porous media [193, 194]. For chemical analysis, NEMS have been developed for single protein mass spectrometry [174] and for airborne nanoparticle detection [176]. From this short list it can be concluded that nanofluidics has the potential to become a disruptive technology worthy of further investigation.
6. Conclusions
Microfluidics continues to receive attention in science and technology due to its many applications. And as shown, it has the potential to find applicability in constraining atmospheric-pressure microplasmas in 2D-microfluidic channels (Figures 8 and 10) or in 3D-millifluidic chips (Figures 11 and 12). Future developments include coupling of standard CMOS fabrication technology [179, 183, 184, 195, 196, 197] with microfluidics or millifluidics, thus allowing integration of fluidics with electronics. Microinstruments are those with at least one critical (or essential) component operating in the micro-regime. For nanofluidics as may be applied to chemical analysis, it appears that it will be best if nanofluidic channels was packaged alongside microfluidic channels.
It is envisioned that future fluidics (Figure 1) will be embedded within portable micro- or nano-instruments for measurements on-site (i.e., in the field). Such instruments will have (some) energy autonomy [198, 199, 200], will incorporate some “smarts” [201] (e.g., based on Artificial Intelligence and Deep Learning) and will have wireless capability [202] so that they can become a part of the Internet of Things (IoT) [200, 201, 202, 203]. Clearly, fluidics (e.g., milli-, micro- or nano-) have the potential to become critical components of mobile (or even wearable) instruments that are “cheap, smart and under wireless control” [139].
Acknowledgments
Financial assistance from NSERC (Natural Sciences and Engineering Research Council) of Canada is gratefully acknowledged. A special thank you to Professor (now Emeritus, ETH Zurich, Switzerland) Dr. Henry Baltes for the many enlightening discussions we had on MEMS and on miniaturization.
\n',keywords:"microfluidics, nanofluidics, wet chemical etching, embossing, polymeric substrates, 3D printing, rapid prototyping, microplasmas, portability, postage stamp sized 2D-chips, 3D-chips, Lab‐on‐a‐chip, MEMS, NEMS",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/61556.pdf",chapterXML:"https://mts.intechopen.com/source/xml/61556.xml",downloadPdfUrl:"/chapter/pdf-download/61556",previewPdfUrl:"/chapter/pdf-preview/61556",totalDownloads:1882,totalViews:1600,totalCrossrefCites:7,totalDimensionsCites:11,totalAltmetricsMentions:0,introChapter:null,impactScore:4,impactScorePercentile:91,impactScoreQuartile:4,hasAltmetrics:0,dateSubmitted:"October 17th 2017",dateReviewed:"January 25th 2018",datePrePublished:null,datePublished:"August 22nd 2018",dateFinished:"May 18th 2018",readingETA:"0",abstract:"The science and phenomena that become important when fluid-flow is confined in microfluidic channels are initially discussed. Then, technologies for channel fabrication (ranging from photolithography and chemical etching, to imprinting, and to 3D-printing) are reviewed. The reference list is extensive and (within each topic) it is arranged chronologically. Examples (with emphasis on those from the authors’ laboratory) are highlighted. Among them, they involve plasma miniaturization via microplasma formation inside micro-fluidic (and in some cases millifluidic) channels fabricated on 2D and 3D-chips. Questions addressed include: How small plasmas can be made? What defines their fundamental size-limit? How small analytical plasmas should be made? And what is their ignition voltage? The discussion then continues with the science, technology and applications of nanofluidics. The conclusions include predictions on potential future development of portable instruments employing either micro or nanofluidic channels. Such portable (or mobile) instruments are expected to be controlled by a smartphone; to have (some) energy autonomy; to employ Artificial Intelligence and Deep Learning, and to have wireless connectivity for their inclusion in the Internet-of-Things (IoT). In essence, those that can be used for chemical analysis in the field for “bringing part of the lab to the sample” types of applications.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/61556",risUrl:"/chapter/ris/61556",book:{id:"6514",slug:"microfluidics-and-nanofluidics"},signatures:"Vassili Karanassios",authors:[{id:"60925",title:"Prof.",name:"Vassili",middleName:null,surname:"Karanassios",fullName:"Vassili Karanassios",slug:"vassili-karanassios",email:"vkaranassios@uwaterloo.ca",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institution:{name:"University of Waterloo",institutionURL:null,country:{name:"Canada"}}}],sections:[{id:"sec_1",title:"1. Science, technology and advantages of microfluidics",level:"1"},{id:"sec_1_2",title:"1.1. Microfluidics as a science",level:"2"},{id:"sec_2_2",title:"1.2. Microfluidics as a technology",level:"2"},{id:"sec_3_2",title:"1.3. Advantages and selected applications of microfluidics",level:"2"},{id:"sec_5",title:"2. Technology for fabrication of microfluidic channels",level:"1"},{id:"sec_5_2",title:"2.1. Fabrication using either crystalline Si (c-Si) or other substrates",level:"2"},{id:"sec_6_2",title:"2.2. Fabrication technology examples",level:"2"},{id:"sec_8",title:"3. Why plasmas?",level:"1"},{id:"sec_8_2",title:"3.1. Some fundamental aspects of plasma science",level:"2"},{id:"sec_9_2",title:"3.2. Scaling of lab-size, ambient-pressure plasmas to microplasmas",level:"2"},{id:"sec_10_2",title:"3.3. How small atmospheric-pressure microplasmas can be made?",level:"2"},{id:"sec_11_2",title:"3.4. How small analytical, ambient-pressure plasmas should be made?",level:"2"},{id:"sec_12_2",title:"3.5. Igniting and sustaining a microplasma at atmospheric pressure",level:"2"},{id:"sec_14",title:"4. Microplasma formation inside fluidic channels",level:"1"},{id:"sec_14_2",title:"4.1. Microplasmas in fluidic channels on amorphous substrates",level:"2"},{id:"sec_15_2",title:"4.2. Postage stamp-sized microplasmas on polymeric substrates",level:"2"},{id:"sec_16_2",title:"4.3. Millifluidic channels in 3D-printed chips for microplasmas",level:"2"},{id:"sec_18",title:"5. Nanofluidics",level:"1"},{id:"sec_18_2",title:"5.1. The science of nanofluidics",level:"2"},{id:"sec_19_2",title:"5.2. Technology for fabrication of nanofluidic channels",level:"2"},{id:"sec_20_2",title:"5.3. Applications of nanofluidics",level:"2"},{id:"sec_22",title:"6. Conclusions",level:"1"},{id:"sec_23",title:"Acknowledgments",level:"1"}],chapterReferences:[{id:"B1",body:'Bruus H. Theoretical Microfluidics. 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How can wireless, mobile data acquisition be used for taking part of the lab to the sample, and how can it join the internet of things?. Proceedings of SPIE. 2016;9855:985503. DOI: 10.1117/12.2224400'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Vassili Karanassios",address:"vkaranassios@uwaterloo.ca",affiliation:'
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1. Introduction
Agriculture is the backbone of developed and particularly developing countries, with more than 60% of the population of the developing countries depending on it for their livelihood. Increasing food production to fulfill the needs of increasing world population becomes a major concern. By the year 2050, it is expected that the human population will rise up to 10 billion. Hence, it is necessary to produce 70% more food for meeting the need of additional population. Furthermore, fighting poverty and hunger, consuming limited natural resources with more efficiencies, and acclimatizing to global warming must be taken into account to attain sustainable development [1]. Therefore, to make sure nourishment security, crop production will have to be doubled, and produced in more environmentally sustainable means [2]. However, improvements in the agriculture production process, land and water use are essential to realizing food security, poverty reduction, and total sustainable development. This can be realized by increasing cultivable land area and/or by increasing efficiently the productivity of land and water units. Really, several other factors cause a further reduction in crop productivity resulting in a lack of food security, particularly in developing countries. Of them, the availability of agricultural land, freshwater resources, ever-increasing abiotic and biotic stresses, and low economic activity in agricultural sector are the main factors. Moreover, Agriculture sector is categorized as one of the most exposed sectors to climate change. Plant productivity, principally in arid and semi-arid zones is fronting growing stresses triggered by natural and human’s activities issues. Augmented occurrence of both abiotic and biotic stresses has become the principal cause for declining productivity in main crops. There is evidence of yield drops in several crops in many parts of the world due to increasing drought, salinity stress, reduction in precipitation rate and elevated air temperature. Abiotic stresses can directly or indirectly disturb the physiological status of an organism by changing its metabolism, growth, and development. It is generally thought that abiotic stresses are considered to be the main source of yield reduction [3].
Abiotic stresses affect plants in various ways and are causes of reducing crop productivity (Figure 1). To enhance plant production, it necessities to apply cost-effective technologies to control stress conditions. Soil microorganisms, living in the soil under normal and harsh conditions, have shown great properties, which, if exploited can help agriculture for improving and sustaining crop productivity. Whereas it is well recognized that beneficial microbes can stimulate growth and increase productivity through mechanisms like increasing nutrient availability, hormone production and disease controlling, it is also becoming increasingly clear that their effects may be more far-reaching.
Figure 1.
Adverse effects of abiotic stress on plants and the role of PGPRs in alleviation of these stresses. This figure illustrates an overview of mechanisms in microbial phytohormone-mediated plant stress tolerance. Several root associated microbes produce cytokinin (CK), gibberellin (GB), indole-3-acetic acid (IAA), salicylic acid (SA), and abscisic acid (ABA), which help plants to cope with stress by improving its antioxidant potential, by up-regulation of the antioxidant system and by accumulation of compatible osmolytes therefore reducing oxidative stress-induced damage; improving photosynthetic capacity and membrane stability; promoting cell division and stomatal regulation; stimulating growth of root system, and acquisition of water and nutrients. (Adapted from [4]).
Soil microorganisms (SMs) are very important in naturally occurring populations that play a significant role in soil fertility, plant growth, and maintaining healthier environment. This microbial population may comprise number of microorganisms like bacteria, actinomycetes, cyanobacteria, and fungi. Some of these are considered efficient owing to their growth enhancing abilities. Among these naturally occurring populations, plant growth promoting rhizobacteria (PGPR) have been investigated widely due to their positive effect on plant growth and protecting the environment from various hazards. PGPR are free living bacteria that enhance plant growth by root colonization [5]. These are also noted as plant health promoting bacteria (PHPB) or nodule promoting bacteria (NPB) [6] and can be characterized as intracellular PGPR (iPGPR) and extracellular PGPR (ePGPR) on the basis of their proximity in related to the host plant [7]. Figure 2 shows the degree of nearness and influence of the plant-microbe interactions.
Figure 2.
The extent of proximity and influence of the plant-microbes interactions, small colored shapes (blue, green, red, purple and yellow) represent soil microbes. Diversity and density of microbes are variable according to soil organic contents and types, distance from plant roots, plant species, and plant tissue. (Adapted from [8]).
In the present chapter, we attempt an overview of current knowledge on how plant-PGPMs (Rhizobacteria, fungi, Arbuscular Mycorrhizal Fungi (AMF), Blue Green Algae or CyanoBacteria (BGA, CB), Actinomycetes or Actinobacteria, etc.) interactions help in alleviating abiotic stress conditions in different crop systems, which can be used for sustainable agriculture.
2. Stress definition and types
Stress conditions are a set of either abiotic or biotic factors that are unsuitable for plant growth of which the plant may be exposed during its various growth stages (one or more) from germination to fruiting, which may not only negatively affect its growth and productivity but may lead to entirety stopping its growth and thus its productivity. To which the plant may respond by making physiological and/or molecular and/or morphological changes or all of the previously. The plant stresses are defined as responses describing a suite of molecular and cellular processes prompted by the detection by a plant of some form of stress. These processes may be accompanied by the plant’s induces for a reduction or an increase in some plant metabolites leading to an increase in plant resistance or tolerance. These stresses can be abiotic stress such as nutrient deficit, drought (water deficit or salinity), water-logging or flooding, extreme cold, frost, heat, sodicity, and metal and metalloid toxicity or biotic stress which are responsible for the damage done to an organism by other living organisms like herbivores or pathogens, bacteria, viruses, fungi, parasites, beneficial and harmful insects, weeds, and cultivated or native plants.
3. Adverse effects of abiotic stress conditions on plant growth and productivity
Various abiotic stress conditions such as salinity, drought, flooding, temperature (heat, cold), nutrient elements deficiency, alkalinity, organic and inorganic pollutants and heavy metals adversely affect crop plants growth, development and productivity [9] as shown in Figure 3.
Figure 3.
Diverse abiotic stresses and the strategic defense mechanisms adopted by the plants. This figure shows diverse abiotic stresses and the strategic defense mechanisms adopted by the plants. although the consequences of salinity, heat, drought, and chilling are different, the biochemical responses seem more or less similar. High light intensity and heavy metal toxicity also generate similar impact, but submergence/flood situation leads to degenerative responses in plants where aerenchyma are developed to cope with anaerobiosis. It is, therefore, clear that adaptive strategies of plants against variety of abiotic stresses are analogous in nature. It may provide an important key for mounting strategic tolerance to combined abiotic stresses in crop plants. (Adapted from [10]).
3.1 Adverse effects of salinity stress conditions
Excessive salinity is one of the most important abiotic factors influencing the world’s agricultural lands [11]. Also, it is one of the principle reasons that limit agricultural productivity [12]. It delays plant development by shifting numerous physiological, biochemical, and metabolic processes. Excessive accumulation of sodium chloride (NaCl) and other salts persuades water-deficient conditions owing to uncontainable stomata closure causing osmotic stress to plant roots. It results in ionic inequity which causes reduction in shoot and leaf growth, untimely leaf death, and necrosis [13, 14]. Reduced water absorption and augmented salts accumulation like Na+, K+, Mg+2, Ca+2, and Cl− inside the cell and as a result increased ion toxicity. The reduced growth of the plants under salinity is due to nutrient disturbances, affecting the availability, mobilization, and distribution of nutrients. This may be attributed to the competition of sodium (Na+) and chloride (Cl−) with nutrients such as potassium (K+), calcium (Ca+2) and nitrate (NO−3) [15]. Under higher accumulation of salts, the activity of nitrogenase enzyme encompassed in biological nitrogen fixation (BNF) is reduced then the nodulation process highly diminished [16, 17]. Currently, 50% of all irrigation patterns are impacted by salinity.
3.2 Adverse effects of drought stress conditions
Drought stress is one the greatest stressors for plants which can occur when the availability of water to the roots is insufficient or when the transpiration rate is too high. These two conditions regularly coincide with tropical (arid) and sub-tropical (semi–arid) climates. Water deficit restricted photosynthesis activity due to imbalance between light capture and its utilization as a consequence oxidative stress occurred [18]. Drought stress prompted a remarkable decreasing in photosynthesis, which is reliant on photosynthesizing tissue and photosynthetic pigments [19, 20]. Through stresses, active solute buildup (i.e., TSS, proteins, and FAAs) is claimed to be an effective stress tolerance mechanism [21]. Drought stress conditions lead to a decrease in the metabolic and physiological performance of plants and consequently the plant growth and productivity negatively affects. Additionally, drought stressor limits biological nitrogen fixation, and pigment content [13] as well as it reduces nutrients accessibility and their passage. Likewise, it greatly increases reactive oxygen species (ROS) concentration leading to an increase in oxidative stress, which take place because of an inequity created between the rate of electron transport and reducing power activity for metabolic consumption [22, 23]. Reactive oxygen species further prompt modifications in tissue construction and performance, enzyme stability, and lipid peroxidation [24].
3.3 Adverse effects of temperature stress conditions
Climatic changing conditions result in an increase of the intensity of heat and cold stress. The temperature stress causes alterations in membrane, water potential, and photosynthetic activity in plants. The optimum temperature for third carbon plants’ (C3 plants’) growth is stated 15–25°C by a number of scientists [25, 26, 27]. Up and down the optimum temperature, the plant performance was limited. Heat stress restricts cool-season plant development in summer in many positions of the world. Throughout the warm season, heat stress limited photosynthesis and carbohydrate buildup, augmented cell membrane damages triggered protein folding and even cell death in C3 plants [27]. The same damages have been recorded in warm-season plants, fourth carbon plants’ (C4 plant species), in the winter. Also, the C4 species uptake less water and needed to alter themselves to be able to absorb mineral elements with low solubility [28].
3.4 Adverse effects of nutrient element deficiency stress conditions
Nutrient elements are considered fundamental for plant growth, development, and survival. 17 essential elements are necessary to maintain plant growth and development. Three of them (C, H and O) are derived from the air and water whereas the rest (N, P, K, Ca, Mg, S, Fe, Mn, Cu, Zn, Cl, B, Mo, and Co) are supplied either from soil or by adding fertilizers. Each of them plays a special role in plant life cycle and their necessity varies with the plant species and growth phases. Both the shortage and surplus of these nutrients lead to negative impacts on plant growth and development (Figure 4). Further, to make sure the efficient utilization of the nutrients, the environmental factors should be satisfactory. The plants absorb these elements in ionic form and its ability to absorb them is related to their quantities and distribution in the soil.
Figure 4.
The signs of essential nutrient elements deficiency in plants.
3.5 Adverse effects of alkalinity stress conditions
Alkalinity achieves its specific negative effect characteristics on crop plants in alkaline soils and disturbs plants at biological and physiological level. In addition to sodium chloride (NaCl) stress, there are other salts like sodium carbonate (NaCO3) and sodium hydrogen carbonate (NaHCO3) which are harmful to crops at excessive accumulations. High pH (more than eight) in alkaline soils diminishes the nutrient availability of crucial macro- and micro-nutrients, such as phosphorus (P), manganese (Mn), zinc (Zn), copper (Cu), and iron (Fe) causing nutrient deficiency and osmotic stress [29].
3.6 Adverse effects of contaminants stress conditions
Organic and inorganic pollutants are repeatedly being used in our environment via human interfering comprising industrial effluent discharge and agricultural practices, e.g., unreasonable and undue application of mineral elements and plant protective materials (pesticides) to soil. These chemical pollutants are causing major dangers to human health and their environment and may be directly or indirectly affecting on crop growth, development and productivity
4. Plant behavior under stress conditions
A deficit of one or more of the vital nutrient elements caused several alterations that may be occurred at morphological, physiological, and also molecular levels of crop plants. The data presented in Table 1 summaries these changes and in addition the symptoms that result from the deficiency of these essential nutrient elements on plants.
ND
Plant responses at
Symptoms
References
Physiological level
Morphological level
N
A decrease in the activity of nitrate reductase and RO scavenger enzymes like SOD and POD, Decrease in chlorophyll content, and photosynthesis rate induces the chloroplast disintegration and loss of chlorophyll. An increase in production of phenolic compounds as secondary metabolites.
An elevated root shoot ratio with shortened lateral branches leaf area, High decreased in biomass production
Early, the older leaves show chlorosis comparing to the newer, Necrosis occurs. At later phases stunted growth and plant death if nitrogen deficiency continues.
A significant decrease in chlorophyll content up to 50%, and protein, photosynthesis, Limited in translocation of photosynthesis compounds from source to sink significant increase in soluble nitrogen content of the plant.
Great reduction in growth rate, Less protein–N, RNA and DNA, A significant increase in soluble nitrogen content of the plant
Habitually no visual symptoms, Reduction in total crop yield. Leaves begin to develop chlorosis. The chlorosis started from the leaf’s edge and spread over intercostal area, but the zones beside the veins permanently remain green. Chlorosis happens, but it never turns into necrosis.
Reduction in plant growth and even may stop some plant function An efficient decrease in photosynthesis.
Chlorosis of young leaves Reduction in crop production.
Zn
A decrease in biomass production
Initial early senescence of the old leaves or slight yellowing of the newer leaves to the formation of the yellow chlorotic or even necrotic areas on the leaves.
Mn
Necrotic spots or marginal necrosis may also develop. In dicotyledons the chlorosis develops first on the distal portions of the affected leaf blades, whereas in cereals, the leaf bases are first affected.
Diffuse interveinal chlorosis on the young, expanded leaf blades
Wheat leaves became mottled, Decrease in chlorophyll content, plant appearance turned yellow.
A decrease in activity of the cytochrome oxidase. This enzyme has a role in plant root nodule cells recovery under low oxygen stress for nitrogen fixation.
New leaves margin necrosis, lateral shoot death, unformed leaf margin, bleeding in main node stem and low lignification value in vessels.
Summaries the plant response at physiological and morphological levels and some symptoms under nutrient deficiency stress.
5. Role of microorganisms in mitigating abiotic stress conditions
The rhizosphere contains the tiny parts of soil inherent to roots of plants. The average count of microorganisms at the plant root region is very high as compared with the rest of the soil. So, it is clear that plant roots have an assortment of mineral, nutrient, and metabolite components, which are considered the principle factor for captivating microorganisms to assemble and link together. Root exudate of plants is a critical factor for microbial settlement in the rhizosphere. Shifting of microorganisms regarding the root exudates has an important role in pulling force of the microbial population to colonize the plant roots.
The interactions between microbial community and crop plants are vital to the modification and endurance of both in any abiotic environment. Induced Systemic Tolerance (IST) is the expression exploited for microbe-negotiated triggers of abiotic stress reactions. The duty of microorganisms in altering abiotic stresses in plants attracted the attention of several researchers [51, 52, 53]. The intrinsic metabolic of microbes and genetic aptitudes, participate to reduce abiotic environmental stresses in the plants [54]. The function of numerous rhizospheric microbes inhabitants with the genera Azospirillum [55], Azotobacter [56, 57], Bacillus [58, 59, 60], Bradyrhizobium [61], Burkholderia [62], Enterobacter [60], Methylobacterium [63], Rhizobium [60, 64], Pantoea [60, 65], Pseudomonas [60, 66], Trichoderma [67], and cyanobacteria [68] in elevation and control of growth in plant grown under different kinds of abiotic stresses has been reported.
In this regard, [69] reported that Streptomyces sp. strain PGPA39 alleviates salinity stress and stimulates the growth of “Micro-Tom” tomato plants and Arabidopsis [70]. Burkholderia phytofirmans strain PsJN overcome drought stress in maize [71] and wheat [72]. The data presented in Tables 2 and 3 outline some examples of beneficial microorganisms that play a pivotal role in alleviation the adverse effects of abiotic stresses.
Arbuscular Mycorrhizal Fungi (AMF) that act as PGP and conferring the plants abiotic stress tolerance.
5.1 Role of microorganisms in mitigating salinity stress conditions
Endophytes and rhizobacteria as PGPB have potent in mitigating salinity stress. Their direct actions involve stimulation of phytohormones production, improvement of nutrient uptake, promotion of siderophore production, and nitrogen fixation. Some other indirect roles have resembled to actions in water-deficit stress as osmotic stability, which is pivotal in both conditions, such as accumulation of osmolytes (glycine betaine, proline, trehalose, EPS, and volatile organic compounds accumulation). These compounds elevate plant growth via perpetuate ion homeostasis. PGPR improves plant tolerance to salinity stress via induced systemic tolerance (IST) [16, 122]. In this connection, [123] proved that the application of plant growth-promoting bacteria, PGPB, producing ACC deaminase enzyme or transgenic plants revealed the corresponding acdS gene, growth evolution, seeds productivity, and enhancement of Camelina sativa quality on plants grown in marginal land which not suitable for cultivation due to high salinity.
5.2 Role of microorganisms in mitigating drought stress conditions
Plant Growth Promoting Bacteria (PGPB) supports the antioxidant apparatus of plants via managing antioxidant enzyme level, consequently, increasing the plant resistance to abiotic stresses [124]. Plant growth-promoting rhizobacteria mitigate the water deficit condition by altering several physiological and biochemical processes in plants via a rhizobacterial-induced drought endurance and resilience (RIDER). This procedure includes secretion of exo-polysaccharides (EPS), management of endogenous phytohormones and antioxidants, and coordinated organic solutes, e.g., sugars, amino acids, and polyamines, and/or fabricating of volatile organic constituents, dehydrins, and heat shock protein [125]. These techniques help plants to sustain water deficit by preserving plant growth, membrane stability, and enzyme constancy and effectively controlling the water and mineral uptake by increasing the surface area of root [16, 126].
5.3 Role of microorganisms in mitigating temperature stress conditions
Adapted microbes to high or low temperatures could alleviate their harmful effects. Microbes have explicit enzymatic structures that manage their metabolism to overcome the changing temperature and preserve their membrane and enzyme stability. Under these conditions, heat and cold shock proteins are established. These molecular chaperones contribute resistance to adjacent high-temperature stress [16, 127]. These severe conditions caused protein denaturation, which is handled with trehalose through formation of a gel-like web to save plants from dehydration [128]. Cold-adapted microbes found at high-altitude agro-ecosystem, have a vast prospect to assist plants in alleviating unfavorable climatic conditions. In cold desert of the Himalayas, India psychrophilic and psychro-tolerant bacteria exhibited plant growth-stimulating characteristics, including Arthrobacter, Aeromicrobium, Aeromonas, Bacillus, Bosea, Burkholderia, Brevundimonas, Citricoccus, Exiguobacter-ium, Janibacter, Janthinobacterium, Jeotgalicoccus, Kocuria, Methylobacterium, Pseudomonas, Providencia, Psychrobacter, Pantoea, Plantibacter, Rhodococcus, Sanguibacter, Sporosarcina, Staphylococcus, Sphingobacterium, and Variovorax [129]. Correspondingly, the isolation of bacteria associated with heat-tolerant plants from wheat exhibited improvement in traits of plant growth and development under heat stress. They encompassed bacterial genera like Alcaligenes, Arthrobacter, Bacillus, Delftia, Methylobacterium, and a number of pseudomonads [130].
5.4 Role of microorganisms in mitigating alkalinity stress conditions
Application of encouraging phytoremediation technology depends on the integrated effect of plants and associated microbes. It has a valuable strategy to clean up the biodegradation of organic pollutants and heavy metal-polluted soils.
5.5 Role of microorganisms in mitigating contaminants stress conditions
Application of encouraging phytoremediation technology depends on the integrated effect of plants and associated microbes. It has a valuable strategy to clean up biodegradable organic pollutants and heavy metal-polluted soils [131]. PGPB responds to heavy metal stress via different mechanisms involving bioaccumulation, enzymatic detoxification, metal mobilization, immobilization, volatilization, and EPS complexation as well as accumulation of phytohormone, solubilization of phosphate, siderophore, ACC-deaminase, and NF [132, 133]. Metal solubility and accessibility in the soil were influenced by microbes. Any metal pollutants cannot be easily degraded, so they must be either stabilized or extracted from the soil. Metal-chelating siderophores and enzyme mechanisms involved in phosphate solubilization expedite heavy metal uptake under stress conditions [134]. Growth-promoting microbes build up chelating compounds such as siderophores which may decrease soil pH and promote metal solubility via complex formation. Also, the production of organic acids, such as citric, gluconic, and oxalic, may promote metal mobilization, and uptake consequently, accumulation in plant shoots, by phytoextraction. Redox processes promote bioavailability of metals as reduction of Mn (IV) to Mn (III) and Fe (III) to Fe (II) so, become less toxic. Moreover, the bioavailability could increase using bio-surfactants and phyto-chelatins via formation of the complex with heavy metals [134, 135, 136, 137, 138]. Phyto-stablization through growth-enhancing bacteria and plant development may reduce metal availability in highly metal-polluted soils. This may occur via the formation of new specific metals, altered metal adsorption on plant cell walls, or ejection through downfall. Phyto-management is a combination of several phyto-technologies, a sustainable application and cost valid can contribute enormous assistance in repair of metal-polluted soils [139].
6. Mechanisms of microorganisms for alleviating abiotic stress conditions
The bio-fertilizers, bio-stimulators, and bio-control effects of PGPRs (Table 4) are contingent on their natural ability, as well as the interaction manner and militant endurance circumstances. GPB promotes plant proliferation with direct and/or indirect techniques [6, 145]. Concerning direct mechanisms, it involved the synthesis of compounds that expedite the uptake of crucial nutrients and micronutrients from the soil and accumulation of plant growth regulators, such as phosphorus and potassium solubilization, iron and zinc sequestration, siderophore and plant hormone accumulation, and atmospheric nitrogen fixation. Regarding the indirect techniques, it occurs through the accumulation of HCN and antifungal components, hostile activity regarding pathogenic organisms, and resistance to unfavorable stress conditions. Moreover, the bacteria can promote systemic resistance in plants via the accumulation of certain metabolites that provide extracellular signals and stimulate a series of internal processes. Ultimately, these signals are recognized by different plant cells responsible on the promotion of the defense system.
PGPR forms
Definition
Mechanism of action
References
Bio-fertilizer
An ingredient that has microbes (bacteria, fungi, AMF,BGA AB etc.) which, when applied on the seed, plant surface or soil, colonizes the environmental of roots and stimulate plant growth by various ways like, increased supply of primary nutrients for the host plant
In addition to bacteria, fungi especially mycorrhizae are considered pivotal plant growth stimulators. Mycorrhizae are mainly divided into mycorrhizal fungi (MF) and vesicular-arbuscular mycorrhizal (VAM) fungi. These types of fungi are either still connected externally with the host plant (ectomycorrhizae) or they may organize endosymbiotic associations (VAM). They form extended networking of fungal mycelium, so, maximize nutrient uptake via roots. In this connection, [146] concluded that the endophyte root fungal of Piriformos poraindica promoted salt and drought tolerance in Chinese cabbage and barley, respectively. These stimulatory effects were achieved by promoting the concentration and activity of antioxidants and stimulating many other processes [147]. The possibility of microbial connections with the plants has several aspects. It starts with the induction of local or systemic stress mitigation techniques in plants to resist unfavorable stress conditions. Then, they assist plants to protect their growth, proliferation, and development via fixation, mobilization and/or accumulation of nutrients, hormones and organic phytostimulant components. These multipronged roles of microorganisms or their populations demonstrate their strength, achievable and critical options for different alleviation techniques for abiotic stress in plant crops.
Various suggested techniques explain the effect of microbes in mitigation of abiotic stress. Soil-dwelling microbes can be classified into genera Achromobacter, Aeromonas, Azospirillum, Azotobacter, Bacillus, Enterobacter, Klebsiella, Pseudomonas, and Variovora which exhibited enhancement of plant growth under different stress conditions [60, 75, 89, 122, 125, 148]. Several publications concerned with the role of microbes for alleviating abiotic stresses indicate the importance of microbes in this field (Tables 5–9). All soil-inhabiting bacteria are organized as plant growth promoters (PGP) if they are able to promote plant growth even under different unfavorable physicochemical conditions. There are several tools by which microbes promote plant growth as indole acetic acid (IAA), which is synthesized in the shoot apical meristem and gathered in the active root apical meristems. The auxins have growth-promoting roles in plant-involved cell elongation, consequently root growth induction and lateral root formation. In contrast, the high auxins concentrations, promote retardant effects on root growth [60, 186]. The same result was recorded as a result of high ethylene synthesis [186]. Results also concluded that the rhizosphere colonizing bacteria promote plant growth via phytohormones production [187]. Generally, agricultural practices observed that the PGPRs not only assist in alleviation of environmental stresses, but also increase the yield of several crop plants including barley, maize, rice, and soybean [174, 188, 189]. In this regard, Pseudomonas sp. PMDzncd2003 enforces salt tolerance on rice germinates under salt stress. It also has a high ability to root colonizing parallel to the ability to accumulate exo-polysaccharides (EPS) that promote salinity tolerant [190]. Also, inoculation of rice with Bacillus pumilus mitigates salinity and high boron stresses [191]. The reported technique for cell protection under stress conditions was high antioxidant enzyme activity accompanied by the presence of bacterial inoculant. More studies are needed to investigate the communication between plant and bacterial colonizers at the molecular level.
Crop plants
Microorganisms
Effect/Mechanism
References
Maize (Zea mays)
Azospirillum lipoferum
Increase accumulation of TSS, FAAs, and proline Enhance the growth parameters
List of some microorganisms that have the ability for mitigating heavy metal stress conditions through different mechanisms.
Finally, [192] have proved the duty of Trichoderma harzianum on alleviation of stress in different rice genotypes through adjustment of dehydrin, malonialdehyde and aquaporin, and genes parallel to several physiological traits. Rhizobacteria-promoted resistance to water deficit and resilience (RIDER) by altering the phytohormone levels, enzyme activities, defense-related proteins incorporation, antioxidant levels, and epoxypolysaccharide accumulation for plants. These strategies help plants to mitigate unfavorable conditions [122, 125]. Using stress tolerant microorganisms is a promising tool in improving the productivity of crop plants grown in stress-susceptible areas. Application of Trichoderma harzianum improved oil content in NaCl affected Indian mustard (Brassica juncea) via increasing the uptake of essential nutrients, promoting the accumulation of antioxidants and osmolytes, and decreasing NaCl uptake [67]. In addition to, up-regulation of monodehydroascorbate reductase in treated plants. It also alleviates salinity stress via accumulation of ACC-deaminase [193]. Moreover, inoculation of barley and oats, with Acinetobacter sp. and Pseudomonas sp. enhance the accumulation of IAA and ACC deaminase under saline soil [169].
7. Conclusion
Agriculture is the backbone of developed and particularly developing countries, with more than 60% of the population of the developing countries depending on it for their livelihood. Increasing food production to fulfill the needs of an increasing world population becomes of a major concern. Despite the necessity of doubling agricultural production, in terms of quantity and quality, to cope with the worsening increase in the global population and to meet the increasing humanitarian needs, the agricultural sector faces many abiotic and biotic stress conditions. Additionally, the great climate changes resulting from global warming lead to an increase in the negative impact of these stressors. Throughout this literature study, it is well established that the abiotic stress conditions (salinity, drought, high and low temperature, alkalinity, and organic and inorganic pollution have great side effects on plants (decreasing in plant growth and productivity, physiological changes, alteration in osmotic balance and ion cytotoxicity). Moreover, the side effects of abiotic stress conditions have been expected to be increased because of the bad or nonsustainable agricultural practices, water scarcity and reduced arable land, soil degradation, human activity, and the climate change (global warming of the planet). Hence, it has become a necessity to reduce the different causes behind the increasing abiotic stress conditions. On one hand, these can be achieved through good and sustainable agricultural practices such as agricultural rotation system, integrated crop management, integrated nutrient management, and integrated pest management re-mapping of agricultural map in the light of climate change, soil fertility, etc. On the other hand, in order to increase crop productivity, it becomes necessary to develop low-cost technologies for abiotic stress management. Soil microorganisms, surviving in the soil under extreme conditions, have shown high properties, which, if exploited can serve agriculture by increasing and maintaining crop productivity. Our literature study has indicated the paramount importance of these beneficial microorganisms in the mitigation of the negative consequences resulting from different abiotic stress conditions. Where, it is well established that beneficial soil microorganisms can promote growth and increase productivity through different mechanisms such as increasing the availability of essential nutrient elements and enhancement of their uptake, phyto-hormones production, ACC-deaminase production, biological control agents’ production, etc. Even though, more efforts should be given in this field like that, isolation and characterization worldwide benefit microbes from different biological niches and under various harsh conditions. Further researches will be required concerning the optimization of the mass production of these microorganisms, the best carrier that allow increasing the shelf life of beneficial microorganisms and par consequence increasing its storage ability, also, the better ways for its field application. The application of these beneficial microorganisms is still limited and how to increase their application rate should be taken into account.
\n',keywords:"environmental stress, mitigating, plant productivity, PGPR, sustainable agriculture, climatic changes",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/82732.pdf",chapterXML:"https://mts.intechopen.com/source/xml/82732.xml",downloadPdfUrl:"/chapter/pdf-download/82732",previewPdfUrl:"/chapter/pdf-preview/82732",totalDownloads:7,totalViews:0,totalCrossrefCites:0,dateSubmitted:"January 23rd 2022",dateReviewed:"June 20th 2022",datePrePublished:"August 3rd 2022",datePublished:null,dateFinished:"July 19th 2022",readingETA:"0",abstract:"Agriculture is one of the main sectors that participate in building up world economy, and offers the main source of food, income, and employment to their rural populations. Despite the necessity of doubling agricultural production, quantitatively and qualitatively, to cope with the worsening increase in the global population and to meet the increasing humanitarian needs, the agricultural sector faces many abiotic stress conditions. Additionally, the great climate changes lead to an increase in the negative impact of these stressors. There are many conventional and nonconventional ways that could directly or indirectly mitigate the adverse effects of these stressors, each of them has its advantages and disadvantages. The biological tool is one of the promising methods; it depends on the effective use of beneficial microorganisms to alleviate stress conditions that affect plant growth, development, and therefore productivity. This method is economically inexpensive and eco-friendly toward the environment. Beneficial soil microorganisms such as PGPRs and AMF colonize the root zone of many plant species and help to enhance plant growth and development. Thus, this chapter is aiming to highlight the role of microorganisms in alleviating the abiotic stress conditions affecting in plant growth.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/82732",risUrl:"/chapter/ris/82732",signatures:"Talaat El Sebai and Maha Abdallah",book:{id:"11330",type:"book",title:"Plant Response Mechanisms to Abiotic Stresses",subtitle:null,fullTitle:"Plant Response Mechanisms to Abiotic Stresses",slug:null,publishedDate:null,bookSignature:"Prof. Josphert N. Kimatu",coverURL:"https://cdn.intechopen.com/books/images_new/11330.jpg",licenceType:"CC BY 3.0",editedByType:null,isbn:"978-1-80355-802-8",printIsbn:"978-1-80355-801-1",pdfIsbn:"978-1-80355-803-5",isAvailableForWebshopOrdering:!0,editors:[{id:"224171",title:"Prof.",name:"Josphert N.",middleName:null,surname:"Kimatu",slug:"josphert-n.-kimatu",fullName:"Josphert N. Kimatu"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:null,sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Stress definition and types",level:"1"},{id:"sec_3",title:"3. Adverse effects of abiotic stress conditions on plant growth and productivity",level:"1"},{id:"sec_3_2",title:"3.1 Adverse effects of salinity stress conditions",level:"2"},{id:"sec_4_2",title:"3.2 Adverse effects of drought stress conditions",level:"2"},{id:"sec_5_2",title:"3.3 Adverse effects of temperature stress conditions",level:"2"},{id:"sec_6_2",title:"3.4 Adverse effects of nutrient element deficiency stress conditions",level:"2"},{id:"sec_7_2",title:"3.5 Adverse effects of alkalinity stress conditions",level:"2"},{id:"sec_8_2",title:"3.6 Adverse effects of contaminants stress conditions",level:"2"},{id:"sec_10",title:"4. Plant behavior under stress conditions",level:"1"},{id:"sec_11",title:"5. Role of microorganisms in mitigating abiotic stress conditions",level:"1"},{id:"sec_11_2",title:"5.1 Role of microorganisms in mitigating salinity stress conditions",level:"2"},{id:"sec_12_2",title:"5.2 Role of microorganisms in mitigating drought stress conditions",level:"2"},{id:"sec_13_2",title:"5.3 Role of microorganisms in mitigating temperature stress conditions",level:"2"},{id:"sec_14_2",title:"5.4 Role of microorganisms in mitigating alkalinity stress conditions",level:"2"},{id:"sec_15_2",title:"5.5 Role of microorganisms in mitigating contaminants stress conditions",level:"2"},{id:"sec_17",title:"6. Mechanisms of microorganisms for alleviating abiotic stress conditions",level:"1"},{id:"sec_18",title:"7. Conclusion",level:"1"}],chapterReferences:[{id:"B1",body:'FAO. High Level Expert Forum - How to Feed the World in 2050. Rome: Economic and Social Development Department; 2009'},{id:"B2",body:'Borlaug N, Dowswell CR. 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Differential activity of autochthonous bacteria in controlling drought stress in native Lavandula and Salvia plants species under drought conditions in the natural arid soil. Microbial Ecology. 2014;67:410-420'},{id:"B153",body:'Fasciglione G, Casanovas EM, Quillehauquy V, Yommi AK, Goni MG, Roura SI, et al. Azospirillum inoculation effects on growth, product quality and storage life of lettuce plants grown under salt stress. Scientia Horticulturae. 2015;195:154-162'},{id:"B154",body:'Cohen AC, Bottinia R, Pontina M, Berlia FJ, Moreno D, Boccanlandro H, et al. Azospirillum brasilense ameliorates the response of Arabidopsis thaliana to drought mainly via enhancement of ABA levels. Physiologia Plantarum. 2015;153:79-90'},{id:"B155",body:'Bresson J, Varoquaux F, Bontpart T, Touraine B, Vile D. The PGPR strain Phyllobacterium brassicacearum STM196 induces a reproductive delay and physiological changes that result in improved drought tolerance in Arabidopsis. 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Metal-tolerant Enterobacter sp. strain EG16 enhanced phytoremediation using Hibiscus cannabinus via siderophore-mediated plant growth promotion under metal contamination. Plant and Soil. 2017;413(1-2):203-216'},{id:"B183",body:'Saleem M, Asghar HN, Zahir ZA, Shahid M. Impact of lead tolerant plant growth promoting rhizobacteria on growth, physiology, antioxidant activities, yield and lead content in sunflower in lead contaminated soil. Chemosphere. 2018;195:606-614'},{id:"B184",body:'Corsini A, Colombo M, Gardana C, Zecchin S, Simonetti P, Cavalca L. Characterization of As (III) oxidizing Achromobacter sp. strain N2: Effects on arsenic toxicity and translocation in rice. Annales de Microbiologie. 2018;68(5):295-304'},{id:"B185",body:'Gupta DK, Rai UN, Sinha S, Tripathi RD, Nautiyal BD, Rai P, et al. Role of Rhizobium (CA-1) inoculation in increasing growth and metal accumulation in Cicer arietinum L. growing under fly-ash stress condition. Bulletin of Environmental Contamination and Toxicology. 2004;73:424-431'},{id:"B186",body:'Jackson MB. Regulation of water relationships in flooded plants by ABA from leaves, roots and xylem sap. In: Davis WJ, editor. Abscisic Acid. Physiology and Biochemistry. Oxford: Bios Scientific); 1991. pp. 217-226'},{id:"B187",body:'Belimov AA, Dodd IC, Safronova VI, Hontzeas N, Davies WJ. Pseudomonas brassicacearum strain Am3 containing 1-aminocyclopropane- 1-carboxylate deaminase can show both pathogenic and growth-promoting properties in its interaction with tomato. Journal of Experimental Botany 2007;58:1485-1495. DOI: 10.1093/jxb/erm010'},{id:"B188",body:'Tapias DR, Galvan AM, Diaz SP, Obando M, Rivera D, Bonilla R. Effect of inoculation with plant growth-promoting bacteria (PGPB) on amelioration of saline stress in maize (Zea mays). Applied Soil Ecology. 2012;61:264-272. DOI: 10.1016/j.apsoil.2012.01.006'},{id:"B189",body:'Sharma A, Shankhdha D, Shankhdhar SC. Enhancing grain iron content of rice by the application of plant growth promoting rhizobacteria. Plant, Soil and Environment. 2013;59:89-94'},{id:"B190",body:'Sen S, Chandrasekhar CN. Effect of PGPR on growth promotion of rice (Oryza sativa L.) under salt stress. Asian Journal of Plant Science and Research. 2014;4:62-67'},{id:"B191",body:'Khan A, Sirajuddin Zhao XQ , Javed MT, Khan KS, Bano A, Shen RF, et al. Bacillus pumilus enhances tolerance in rice (Oryza sativa L.) to combined stresses of NaCl and high boron due to limited uptake of NaCl. Environmental and Experimental Botany. 2016;124:120-129. DOI: 10.1016/j.envexpbot.2015. 12.011'},{id:"B192",body:'Pandey V, Ansari MW, Tula S, Yadav S, Sahoo RK, Shukla N, et al. Dose-dependent response of Trichoderma harzianum in improving drought tolerance in rice genotypes. Planta. 2016;243:1251-1264. DOI: 10.1007/s00425-016-2482-x'},{id:"B193",body:'Brotman Y, Landau U, Cuadros-Inostroza Á, Takayuki T, Fernie AR, Chet I, et al. Trichoderma-plant root colonization: Escaping early plant defense responses and activation of the antioxidant machinery for saline stress tolerance. PLoS Pathogens. 2013;9:e1003221. DOI: 10.1371/journal.ppat.1003221'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Talaat El Sebai",address:"tn.elsebai@nrc.sci.eg;, talaatelsebai@gmail.com",affiliation:'
Agricultural Microbiology Department, Agricultural and Biologyl Research Institute, National Research Centre, Egypt
Botany Department, Agricultural and Biologyl Research Institute, National Research Centre, Egypt
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A review of the literature on the recombination radiation in diamond and its application was performed. There was no displacement of free-exciton band at 5.275 eV in the temperature range of 80–300 K. At low excitation levels, the temperature dependence of free-exciton band intensity had the maximum at ∼150 K. The band-A of luminescence, due to defects containing sp2-hybridizedcarbon bonds, is located in the spectral range 350–650 nm with a maximum at ∼440 nm and is characterized by the decay time of 8–19 m sec in the temperature range of 80–300 K. The electron-hole liquid recombination radiation in the diamond was observed at temperatures of <200 K and at peak densities of charge carriers of ≥(0.3–1.0)×1018 cm-3. Condensation of electron-hole liquid implies the displacement of the free-exciton intensity maximum on the temperature dependence to higher temperatures. The critical temperature of electron-hole liquid condensation takes values in the range of 160–220 K. 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Thirumalai received his Ph.D. from Alagappa University, Karaikudi in 2010. He was also awarded the Post-doctoral Fellowship from Pohang University of Science and Technology (POSTECH), Republic of Korea, in 2013. He worked as Assistant Professor of Physics, B.S. Abdur Rahman University, Chennai, India (2011 to 2016). Currently, he is working as Senior Assistant Professor of Physics, Srinivasa Ramanujan Centre, SASTRA Deemed University, Kumbakonam (T.N.), India. His research interests focus on luminescence, self-assembled nanomaterials, and thin film opto-electronic devices. He has published more than 60 SCOPUS/ISI indexed papers and 11 book chapters, edited 4 books and member in several national and international societies like RSC, OSA, etc. Currently, he served as a principal investigator for a funded project towards the application of luminescence based thin film opto-electronic devices, funded by the Science and Engineering Research Board (SERB), India. As an expert in opto-electronics and nanotechnology area, he has been invited as external and internal examiners to MSc and PhD theses, invited to give talk in some forum, review papers for international and national journals.",institutionString:"SASTRA University",institution:null},{id:"102985",title:"Dr.",name:"Mokhotswa",surname:"Dhlamini",slug:"mokhotswa-dhlamini",fullName:"Mokhotswa Dhlamini",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of South Africa",institutionURL:null,country:{name:"South Africa"}}},{id:"185581",title:"Dr.",name:"Seshadri",surname:"Meruva",slug:"seshadri-meruva",fullName:"Seshadri Meruva",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universidade Federal de Juiz de Fora",institutionURL:null,country:{name:"Brazil"}}},{id:"185746",title:"Dr.",name:"Hirobumi",surname:"Suzuki",slug:"hirobumi-suzuki",fullName:"Hirobumi Suzuki",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/185746/images/system/185746.png",biography:"Dr. Hirobumi Suzuki received his Ph.D. in 1997 from Tokyo Metropolitan University, Japan, where he studied firefly phylogeny and the evolution of mating systems. He is especially interested in the genetic differentiation pattern and speciation process that correlate to the flashing pattern and mating behavior of some fireflies in Japan. He then worked for Olympus Corporation, a Japanese manufacturer of optics and imaging products, where he was involved in the development of luminescence technology and produced a bioluminescence microscope that is currently being used for gene expression analysis in chronobiology, neurobiology, and developmental biology. 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LSR Libros Servicios y Representaciones S.A. de C.V
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Raygoza and Susana Ortega",authors:[{id:"18069",title:"Dr.",name:"Jorge",middleName:null,surname:"Rivera",slug:"jorge-rivera",fullName:"Jorge Rivera"},{id:"22689",title:"Prof.",name:"Luis",middleName:null,surname:"Garcia",slug:"luis-garcia",fullName:"Luis Garcia"},{id:"22690",title:"Prof.",name:"Christian",middleName:null,surname:"Mora",slug:"christian-mora",fullName:"Christian Mora"},{id:"23671",title:"Dr.",name:"Juan José",middleName:null,surname:"Raygoza",slug:"juan-jose-raygoza",fullName:"Juan José Raygoza"},{id:"23672",title:"Dr.",name:"Susana",middleName:null,surname:"Ortega",slug:"susana-ortega",fullName:"Susana Ortega"}]}],mostDownloadedChaptersLast30Days:[{id:"53024",title:"Key Aspects for Implementing ISO/IEC 17025 Quality Management Systems at Materials Science Laboratories",slug:"key-aspects-for-implementing-iso-iec-17025-quality-management-systems-at-materials-science-laborator",totalDownloads:2860,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"Implementing a quality management system based on the requirements specified in ISO/IEC 17025 standard at materials science laboratories is challenging, mainly due to two main factors: (i) the high technical complexity degree of some tests used for materials characterization and (ii) the fact that most materials science laboratories provide materials characterization tests and also carry out research and development activities. In this context, this chapter presents key subjects while implementing a quality management system at materials science laboratories and some considerations on strategies for effectively implementing such systems.",book:{id:"5486",slug:"quality-control-and-assurance-an-ancient-greek-term-re-mastered",title:"Quality Control and Assurance",fullTitle:"Quality Control and Assurance - An Ancient Greek Term Re-Mastered"},signatures:"Rodrigo S. Neves, Daniel P. Da Silva, Carlos E. C. Galhardo, Erlon H.\nM. Ferreira, Rafael M. Trommer and Jailton C. Damasceno",authors:[{id:"20571",title:"Prof.",name:"Erlon H.",middleName:null,surname:"Martins Ferreira",slug:"erlon-h.-martins-ferreira",fullName:"Erlon H. 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The quality practices or quality management systems adopted by industries will further evolve due to the changes of quality concepts as time goes by. This chapter discusses the change of quality concepts and the related revolution of quality management systems in the past century. The quality concepts were gradually changed from the achievement of quality standards, satisfaction of customer needs, and expectations to customer delight. Since merely satisfying customers is not enough to ensure customer loyalty, the enterprises gradually focus on customers’ emotional responses and their delight in order to pursue their loyalty. The emotion of “delight” is composed of “joy” and “surprise,” which can be achieved as the customers’ latent requirements are satisfied. Thus, the concept of “customer delight” and the means to provide the innovative quality so as to meet the unsatisfied customers’ latent needs are elaborated on. Finally, a framework of innovation creation is developed that is based on the mining of customer's latent requirements. This outline will manifest the essential elements of the related operation steps.",book:{id:"5486",slug:"quality-control-and-assurance-an-ancient-greek-term-re-mastered",title:"Quality Control and Assurance",fullTitle:"Quality Control and Assurance - An Ancient Greek Term Re-Mastered"},signatures:"Ching-Chow Yang",authors:[{id:"11862",title:"Prof.",name:"Ching-Chow",middleName:null,surname:"Yang",slug:"ching-chow-yang",fullName:"Ching-Chow Yang"}]},{id:"62915",title:"Advanced Methods of PID Controller Tuning for Specified Performance",slug:"advanced-methods-of-pid-controller-tuning-for-specified-performance",totalDownloads:3528,totalCrossrefCites:12,totalDimensionsCites:18,abstract:"This chapter provides a concise survey, classification and historical perspective of practice-oriented methods for designing proportional-integral-derivative (PID) controllers and autotuners showing the persistent demand for PID tuning algorithms that integrate performance requirements into the tuning algorithm. The proposed frequency-domain PID controller design method guarantees closed-loop performance in terms of commonly used time-domain specifications. One of its major benefits is universal applicability for both slow and fast-controlled plants with unknown mathematical model. Special charts called B-parabolas were developed as a practical design tool that enables consistent and systematic shaping of the closed-loop step response with regard to specified performance and dynamics of the uncertain controlled plant.",book:{id:"6323",slug:"pid-control-for-industrial-processes",title:"PID Control for Industrial Processes",fullTitle:"PID Control for Industrial Processes"},signatures:"Štefan Bucz and Alena Kozáková",authors:[{id:"21933",title:"Ms.",name:"Alena",middleName:null,surname:"Kozakova",slug:"alena-kozakova",fullName:"Alena Kozakova"},{id:"213658",title:"Dr.",name:"Štefan",middleName:null,surname:"Bucz",slug:"stefan-bucz",fullName:"Štefan Bucz"}]},{id:"75699",title:"Data Clustering for Fuzzyfier Value Derivation",slug:"data-clustering-for-fuzzyfier-value-derivation",totalDownloads:302,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"The fuzzifier value m is improving significant factor for achieving the accuracy of data. Therefore, in this chapter, various clustering method is introduced with the definition of important values for clustering. To adaptively calculate the appropriate purge value of the gap type −2 fuzzy c-means, two fuzzy values m1 and m2 are provided by extracting information from individual data points using a histogram scheme. Most of the clustering in this chapter automatically obtains determination of m1 and m2 values that depended on existent repeated experiments. Also, in order to increase efficiency on deriving valid fuzzifier value, we introduce the Interval type-2 possibilistic fuzzy C-means (IT2PFCM), as one of advanced fuzzy clustering method to classify a fixed pattern. In Efficient IT2PFCM method, proper fuzzifier values for each data is obtained from an algorithm including histogram analysis and Gaussian Curve Fitting method. Using the extracted information form fuzzifier values, two modified fuzzifier value m1 and m2 are determined. These updated fuzzifier values are used to calculated the new membership values. Determining these updated values improve not only the clustering accuracy rate of the measured sensor data, but also can be used without additional procedure such as data labeling. It is also efficient at monitoring numerous sensors, managing and verifying sensor data obtained in real time such as smart cities.",book:{id:"9976",slug:"fuzzy-systems-theory-and-applications",title:"Fuzzy Systems",fullTitle:"Fuzzy Systems - Theory and Applications"},signatures:"JaeHyuk Cho",authors:[{id:"329648",title:"Prof.",name:"JaeHyuk",middleName:null,surname:"Cho",slug:"jaehyuk-cho",fullName:"JaeHyuk Cho"}]},{id:"39778",title:"GPS and the One-Way Speed of Light",slug:"gps-and-the-one-way-speed-of-light",totalDownloads:3501,totalCrossrefCites:0,totalDimensionsCites:0,abstract:null,book:{id:"2387",slug:"new-approach-of-indoor-and-outdoor-localization-systems",title:"New Approach of Indoor and Outdoor Localization Systems",fullTitle:"New Approach of Indoor and Outdoor Localization Systems"},signatures:"Stephan J.G. Gift",authors:[{id:"141106",title:"Prof.",name:"Stephan",middleName:null,surname:"Gift",slug:"stephan-gift",fullName:"Stephan Gift"}]}],onlineFirstChaptersFilter:{topicId:"115",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"77466",title:"Optimization of Model Predictive Control Weights for Control of Permanent Magnet Synchronous Motor by Using the Multi Objective Bees Algorithm",slug:"optimization-of-model-predictive-control-weights-for-control-of-permanent-magnet-synchronous-motor-b",totalDownloads:150,totalDimensionsCites:0,doi:"10.5772/intechopen.98810",abstract:"In this study, the model predictive control (MPC) method was used within the scope of the control of the permanent magnet synchronous motor (PMSM). The strongest aspect of the MPC, the ability to control multiple components with a single function, is also one of the most difficult parts of its design. The fact that each component of the function has different effects requires assigning different weight coefficients to these components. In this study, the Bees Algorithm (BA) is used to determine the weights. Using the multi-objective function in BA, it has been tried to determine the weights that reduce the current values together with the speed error. Three different PI controllers have been designed to compare the MPC method. The coefficients of one of these are tuned with BA. Good Gain Method and Tyreus-Luyben Method were used in the other two. As a result of experimental studies, it has been observed that MPC can control PMSM more smoothly and accurately than PI controllers, with weights optimized with BA. With MPC, PMSM has been controlled with 15% settling time than other controllers and also with no overshoot.",book:{id:"10778",title:"Model-Based Control Engineering - Recent Design and Implementations for Varied Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10778.jpg"},signatures:"Murat Sahin"},{id:"78164",title:"Use of Discrete-Time Forecast Modeling to Enhance Feedback Control and Physically Unrealizable Feedforward Control with Applications",slug:"use-of-discrete-time-forecast-modeling-to-enhance-feedback-control-and-physically-unrealizable-feedf",totalDownloads:76,totalDimensionsCites:0,doi:"10.5772/intechopen.99340",abstract:"When the manipulated variable (MV) has significantly large time delay in changing the control variable (CV), use of the currently measured CV in the feedback error can result in very deficient feedback control (FBC). However, control strategies that use forecast modeling to estimate future CV values and use them in the feedback error have the potential to control as well as a feedback controller with no MV deadtime using the measured value of CV. This work evaluates and compares FBC algorithms using discrete-time forecast modeling when MV has a large deadtime. When a feedforward control (FFC) law results in a physically unrealizable (PU) controller, the common approach is to use approximations to obtain a physically realizable feedforward controller. Using a discrete-time forecast modeling method, this work demonstrates an effective approach for PU FFC. The Smith Predictor is a popular control strategy when CV has measurement deadtime but not MV deadtime. The work demonstrates equivalency of this discrete-time forecast modeling approach to the Smith Predictor FBC approach. Thus, this work demonstrates effectiveness of the discrete-time forecast modeling approach for FBC with MV or DV deadtime and PU FFC.",book:{id:"10778",title:"Model-Based Control Engineering - Recent Design and Implementations for Varied Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10778.jpg"},signatures:"Derrick K. 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The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"24",title:"Sustainable Development",doi:"10.5772/intechopen.100361",issn:"2753-6580",scope:"
\r\n\tTransforming our World: the 2030 Agenda for Sustainable Development endorsed by United Nations and 193 Member States, came into effect on Jan 1, 2016, to guide decision making and actions to the year 2030 and beyond. Central to this Agenda are 17 Goals, 169 associated targets and over 230 indicators that are reviewed annually. The vision envisaged in the implementation of the SDGs is centered on the five Ps: People, Planet, Prosperity, Peace and Partnership. This call for renewed focused efforts ensure we have a safe and healthy planet for current and future generations.
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\r\n\tThis Series focuses on covering research and applied research involving the five Ps through the following topics:
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\r\n\t1. Sustainable Economy and Fair Society that relates to SDG 1 on No Poverty, SDG 2 on Zero Hunger, SDG 8 on Decent Work and Economic Growth, SDG 10 on Reduced Inequalities, SDG 12 on Responsible Consumption and Production, and SDG 17 Partnership for the Goals
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\r\n\t2. Health and Wellbeing focusing on SDG 3 on Good Health and Wellbeing and SDG 6 on Clean Water and Sanitation
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\r\n\t3. Inclusivity and Social Equality involving SDG 4 on Quality Education, SDG 5 on Gender Equality, and SDG 16 on Peace, Justice and Strong Institutions
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\r\n\t4. Climate Change and Environmental Sustainability comprising SDG 13 on Climate Action, SDG 14 on Life Below Water, and SDG 15 on Life on Land
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\r\n\t5. Urban Planning and Environmental Management embracing SDG 7 on Affordable Clean Energy, SDG 9 on Industry, Innovation and Infrastructure, and SDG 11 on Sustainable Cities and Communities.
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\r\n\tThe series also seeks to support the use of cross cutting SDGs, as many of the goals listed above, targets and indicators are all interconnected to impact our lives and the decisions we make on a daily basis, making them impossible to tie to a single topic.
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