Annual global estimate of the amount of biomass burned and carbon released to the atmosphere.
\r\n\tHowever, both positive and negative consequences of COVID-19 are emerging from this pandemic. The negative impacts are the increase in hazard use, medical waste, disposal of disinfectants, masks, and gloves, as well as the burden of untreated wastes which are continuously endangering the environment. The positive impacts of the COVID-19 pandemic on the environment are the reduction of water pollution, reduction of air pollution, reduction of noise pollution, ecological restoration, and assimilation of tourist spots. Other positive impacts on the environment include also a governance-system-controlled investment toward a sustainable energy transition and other goals related to environmental protection.
\r\n\r\n\tDue to movement restrictions and a significant slowdown of social and economic activities, air quality has improved in many cities with a reduction in water pollution in different parts of the world.
\r\n\r\n\tWater demand was impacted by the COVID-19 pandemic in many ways, such as frequent handwashing with soap and water for 20 seconds, disinfecting surfaces, and cleaning food containers which have forced industries, businesses, and large corporations to shut down. Although the damage caused to humans, the economy, and society was extensive, the environment began to heal from the reduced exploitation of resources. The relationship between human activity and environmental health had been observed in various public health crises in the past.
\r\n\r\n\tThis book aims to gather recent research by outstanding experts in the field of environmental health and protection. It hopes to gather a wide readership from universities and industry alike. Also, we hope that the readers will obtain updated information on environmental health and protection.
",isbn:"978-1-80356-621-4",printIsbn:"978-1-80356-620-7",pdfIsbn:"978-1-80356-622-1",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,hash:"a58c7b02d07903004be70f744f2e1835",bookSignature:"Prof. Mohamed Nageeb Rashed and Prof. Wafaa M. Abd El-Rahim",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11450.jpg",keywords:"COVID-19 Pandemic, Human Health, Untreated Wastes, Food Contamination, Pollution, Wastewater, Gas Emissions, Carbon Dioxide, Hazard Use, Medical Waste, Disposal of Disinfectants, Tourist Spots Impact",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"April 12th 2022",dateEndSecondStepPublish:"May 10th 2022",dateEndThirdStepPublish:"July 9th 2022",dateEndFourthStepPublish:"September 27th 2022",dateEndFifthStepPublish:"November 26th 2022",remainingDaysToSecondStep:"8 days",secondStepPassed:!0,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"Prof. Rashed has been considered among the Top 2% of Scientists Around the World in 2020 and 2021. Prof. Rashed acts as editor-in-chief and an editorial board member in several international journals related to chemistry and the environment. He is a member of several national and international societies. He was awarded the Egyptian Star Award for Environmental Researches in 2001, and Aswan University Merit Award for Basic Science in 2020.",coeditorOneBiosketch:"Dr. Abd El-Rahim has published 65 publications and has won funding for 9 projects dealing with the bioremediation field. She was issued patent number 25076 by the Egyptian Patent office at the Egyptian Academy of Scientific Research and Technology. She is also working in the bioremediation field, especially in textile dye bioremediation. This field is very important for the preservation of the environment from pollution.",coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"63465",title:"Prof.",name:"Mohamed Nageeb",middleName:null,surname:"Rashed",slug:"mohamed-nageeb-rashed",fullName:"Mohamed Nageeb Rashed",profilePictureURL:"https://mts.intechopen.com/storage/users/63465/images/system/63465.gif",biography:"Prof. Mohamed Nageeb Rashed is Professor of Analytical and Environmental Chemistry and former vice-dean for environmental affairs, Faculty of Science, Aswan University, Egypt. He received his Ph.D. in Environmental Analytical Chemistry from Assiut University, Egypt, in 1989. His research interest is in analytical and environmental chemistry with special emphasis on: (1) monitoring and assessing biological trace elements and toxic metals in human blood, urine, water, crops, vegetables, and medicinal plants; (2) relationships between environmental heavy metals and human diseases; (3) uses of biological indicators for monitoring water pollution; (4) environmental chemistry of lakes, rivers, and well water; (5) water and wastewater treatment by adsorption and photocatalysis techniques; (6) soil and water pollution monitoring, control, and treatment; and (7) advanced oxidation treatment. Prof. Rashed has supervised several MSc and Ph.D. theses in the field of analytical and environmental chemistry. He served as an examiner for several Ph.D. theses in analytical chemistry in India, Kazakhstan, and Botswana. He has published about ninety scientific papers in peer-reviewed international journals and several papers in national and international conferences. He participated as an invited speaker at thirty international conferences. Prof. Rashed is the editor-in-chief and an editorial board member for several international journals in the fields of chemistry and environment. He is a member of several national and international societies. He received the Egyptian State Award for Environmental Research in 2001 and the Aswan University Merit Award for Basic Science in 2020. Prof. Rashed was recognized in Stanford University’s list of the World’s Top 2% Scientists in 2020 and 2021.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"5",institution:{name:"Aswan University",institutionURL:null,country:{name:"Egypt"}}}],coeditorOne:{id:"173470",title:"Prof.",name:"Wafaa",middleName:null,surname:"M. Abd El-Rahim",slug:"wafaa-m.-abd-el-rahim",fullName:"Wafaa M. Abd El-Rahim",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9Y6QAK/Profile_Picture_2022-05-17T11:21:16.jpg",biography:"Dr. Wafaa Mohamed Abd El Rahim Hassan\r\nHead of Agricultural Microbiology Dept. (2013-2019), and Professor of Environmental Microbiology.\r\n\r\nShe is working at the National Research Center (NRC), where multidisciplinary research and development take place. \r\nShe is a Professor of Environmental Microbiology at the Agricultural Microbiology Dept. Dr. Wafaa was awarded 9 prizes: Prize of the Best Applicable Research of the 2004-Year at The National Research Centre(NRC), Prize of the scientific encouragement of the 2006-Year at The National Research Centre(NRC), Prize of State of Egypt Advancement Award for Agricultural Sciences, 2006, Appreciation Certificate for excellence in the highest research output for the year 2009, at the National Research Centre (NRC), Award class GOLD from Korea Cyber International Genius Inventor Fair (CIGIF) 2012, a Gold prize from Korea International Women’s Invention Exposition 2013 and FIRI Diploma for the best women invention 2013. NRC Award for scientific excellence in advanced agricultural technological sciences 2015. An award for excellence in Agriculture and Food projects presented at the 4, 5th Cairo International Innovation Exhibition 2017, 2018.\r\n • Dr. Wafaa is the Chairman of the Agricultural Microbiology Department at the National Research Center, Egypt.\r\n • Dr. Wafaa published 65 publications. She also won funding for 9 projects dealing with the bioremediation field.\r\n • She was issued a patent of number 25076, date: 22-7-2008, 1242/2008. Egyptian Patent office at Egyptian Academy of Scientific Research and Technology.\r\n • She also is working in the bioremediation field, especially in textile dyes bioremediation. This field is very important for the preservation of the environment from pollution.",institutionString:"National Research Centre",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"National Research Centre",institutionURL:null,country:{name:"Egypt"}}},coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"12",title:"Environmental Sciences",slug:"environmental-sciences"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"429339",firstName:"Jelena",lastName:"Vrdoljak",middleName:null,title:"Ms.",imageUrl:"https://mts.intechopen.com/storage/users/429339/images/20012_n.jpg",email:"jelena.v@intechopen.com",biography:"As an Author Service Manager, my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. 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The residual burning carried out worldwide is emitting a great variety of pollutant species and greenhouse gases such as particulate matter (PM), nitrous oxide (N2O), carbon monoxide (CO), methane (CH4) and hydrocarbons [2], and so on to the atmosphere. The waste obtained from burning agricultural waste occupies the second place in the world (Table 1).
\nSource of burning | \nBurning biomass (Tg* of dry matter/year) | \nReleased carbon (Tg* of dry matter/year) | \nTotal proportion of released carbon | \n
---|---|---|---|
Savannas | \n3690 | \n1660 | \n42.1 | \n
Agricultural waste | \n2020 | \n910 | \n23.1 | \n
Tropical forest | \n1260 | \n570 | \n14.5 | \n
Wood for combustibles | \n1430 | \n640 | \n16.2 | \n
Temperate and boreal forests | \n280 | \n130 | \n3.3 | \n
Carbon | \n21 | \n30 | \n1.0 | \n
Total | \n8700 | \n3940 | \n100 | \n
Annual global estimate of the amount of biomass burned and carbon released to the atmosphere.
1 Tg = 1 × 1012 g.
Adapted from Ref. [3].
One of the crops that contribute to the increase in agricultural residues is sugarcane (
Cultivation area dedicated to the sugarcane production worldwide.
The mechanisms of cane harvesting in most of the countries involve their burning before and after the cutting process to remove weeds and to scare animals and insects in harvest area. This crop, well developed, favors the economy and food supply, although it may also contain a great quantity of residues which emit a great quantity of pollutants and greenhouse gases to the atmosphere when burned. In addition, the soil health can be affected due to the loss of important nutrients such as carbon and nitrogen. If these nutrients do not recover, the yield production in the next harvest period can be negative [7, 8].
\nThe sugarcane production per hectare (in t ha−1) let to know the countries that more burn this crop in the world due to there is a major quantity of biomass available during the harvest period. In 2009, countries such as Brazil, Australia and the United States had a yield ranges between 65 and 88 t ha−1, while in other countries such as Mexico and India had a range between 48 and 65 t ha−1 [9]. The biomass burning can also increase if there is an increase in available hectares to plant this crop. In Mexico, this situation occurs in its main cane harvesting regions [10, 11].
\nThe quantity of biomass contained in the crop depends on their development which depends on: geographical, meteorological and edaphological factors [12], related to each other in every stage of their growth [13]; and the cane variety planted (Table 2). For example, the efficiency of the photosynthesis process depends on the quantity of solar radiation that affects the leaves of the plants.
\nCountry | \nCane variety | \nArea cover (%) | \nCharacteristics | \n
---|---|---|---|
Brazil | \nRB867515 | \n26 | \nHigh cane yield; excellent performance under mechanized planting and harvesting; resistant to orange rust, brown rust, smut, mosaic; tolerant to leaf, scald ratoon stunting disease (RSD). | \n
RB966928 | \n10 | \n||
India | \nCo 0238 | \nNot available | \nSubtropical adaptation; high sucrose; high cane yield; nonflowering; nonlodging; moderately resistant to red rot; resistant to smut; tolerant to drought; very good ratooning. | \n
Co 86,032 | \nNot available | \nTropical adaptation; high sucrose; high cane yield; shy flowering; nonlodging; moderately susceptible to red rot; resistant to smut; tolerant to drought; excellent ratooning. | \n|
China | \nROC22 | \n54.8 | \nHigh sucrose; high and stable ton; poor ratoon; moderately resistant to smut; susceptible to mosaic. | \n
Thailand | \nKK3 | \n53 | \nHigh cane yield; high sugar; good tiller; loose leaf sheet; difficult to flower; poor ratooning if serious drought; moderately resistant to smut and red rot. | \n
LK92-11 | \n31 | \nHigh cane yield; high sugar content; good tiller; few stalk flower; suitable for irrigation condition; not suitable for sandy soil; resistant smut and red rot. | \n|
United States | \nHoCP96-540 | \n17.6 | \nExcellent sugar yield; excellent cane yield; moderate sugar recovery; resistant to mosaic; resistant to smut; resistant to leaf scald, susceptible to brown rust; resistant to orange rust; susceptible to sugar borer; excellent cold tolerance. | \n
CP 89-2143 | \n8.6 | \nHigh sugar content; moderate cane yield; resistant to brown rust; susceptible to orange rust; resistant to smut; resistant to leaf scald; moderately susceptible to mosaic; moderately resistant to RSD; susceptible to yellow leaf syndrome; no flowering. | \n|
L99-226 | \n7.7 | \nExcellent sugar yield; moderate cane yield; excellent sugar recovery; resistant to mosaic; susceptible to smut; susceptible to leaf scald; susceptible to brown rust; resistant to orange rust; resistant to sugarcane borer; poor cold tolerance. | \n|
Mexico | \nMex 69-290 | \n25.4 | \nResistant to orange rust; brown rust; smut; leaf scald; sugarcane mosaic virus; scarce flowering; mid maturity. | \n
Mex 79-431 | \n6.4 | \nResistant to orange rust; brown rust; smut; leaf scald; sugarcane mosaic virus; mid maturity; regular flowering. | \n|
Australia | \nQ208 | \n32.3 | \nWidely adapted, resistant to brown rust, chlorotic streak, leaf scald, mosaic orange rust, red rot, RSD, smut. Intermediate-susceptible to Fiji leaf gall. | \n
Pakistan | \nHSF-240 | \n24.3 | \nSubtropical adaptation; tolerant to drought and frost; moderately susceptible to red rot; resistant to rust; highly susceptible to smut; resistant to ratoon stunting disease; resistant to red stripe. | \n
SPF-234 | \n21.9 | \nHigh yielding; moderate to high CCS; highly susceptible to red rot; susceptible to rust; resistant to smut; resistant to ratoon stunting disease; resistant to red stripe. | \n|
Colombia | \nCC 85-92 | \n52 | \nHigh cane yield; medium sugar yield; average self-trashing; adapted to semidry zone; resistant to orange rust, smut, mosaic, sugarcane yellow leaf virus; susceptible to brown rust, RSD, leaf scald. | \n
Indonesia | \nKenthung | \nNot available | \nModerate germination ability; moderate stalk density; sporadically flowering; early-mid ripening variety; tolerant to top and steam borer; resistant to leaf scald, pokkah boeng, smut and mosaic; suitable for nonirrigated areas and regosol soil type with sufficient water resources. | \n
Philippines | \nVMC84-524 | \n16 | \nIntermediate to yellow spot; highly resistant to ring spot; very highly resistant to red rot of the midrib; moderately resistant to red rot of the leaf sheet; slight infestation of thrips; high tillering, fast growing, heavy trichomes. | \n
VMC86-550 | \n11 | \nSusceptible to smot; susceptible to Downy Mildew; highly resistant to yellow spot; very highly susceptible to yellow leaf syndrome especially in the edge of field and waterlogged areas; highly resistant to rust; susceptible to borer. | \n|
PHIL80-13 | \n10 | \nRated as sweet cane; low to medium tillering; versatile in varied soil and weather types; nontasselling. | \n
Top varieties of sugarcane that cover between 30 and 50% of the area dedicated to this crop for major sugarcane producing countries.
The production of the sugarcane is highly correlated with the harvested area as shown in Figure 2. There are some countries where the correlation decreases due to diminishing yield levels. For example, in Indonesia, after 2007, while the production declined, the harvested area increased; or in Colombia, where the harvested area increased while the production kept constant. In most cases, there is a positive trend in both parameters in some countries such as Mexico, Brazil, China and India.
\nAnnual production and harvested area for the period 1990–2014 in the principal sugarcane producers worldwide. United States (a), Mexico (b), Brazil (c), China (d), Colombia (e), Indonesia (f), India (g), Pakistan (h), Philippines (i) and Thailand (j). The data used to realize the charts were obtained from FAOSTAT [
The high- or low-correlation between the harvested area and sugarcane production can be an indicator of the good or bad treatment received by the soil in every planting period, depending on the infrastructure available to keep the soils healthy in each country.
\nThe sugarcane varieties used in the countries dedicated to the production of this crop have special qualities to respond efficiently to the soil and weather characteristics of every place and have important properties of sucrose and biomass availability (Table 2). The International Society of Sugarcane Technologists collects and periodically publishes the most recent varieties of cane in each country dedicated to the sugarcane production.
\nThe maturation period of these cane varieties is another important characteristic, which is taken into account in the moment to decide the harvesting period and the quantity of residue available to be burned. The two cane varieties of Brazil showed in Table 2 [15] have the medium to late maturation (first variety) and early maturation (second variety), respectively; for China’s varieties correspond to early maturation.
\nThe database used to obtain and analyze the CO2 emissions for the period 1990–2014 was acquired from FAOSTAT – Burning Crop Residues [16], whose empiric calculus depend of the Tier 1 methodology proposed by the Intergovernmental Panel on Climate Change. The main characteristics of these levels are the use of the basic information of every country, necessary to know a first estimation of the emissions of this greenhouse gas [17].
\nThe country with the major surface area dedicated to the sugarcane production is Brazil. Their total CO2 emissions are generated in harvested areas by burning and green harvesting. In both cases, this greenhouse gas is emitted [18]. When sugarcane is burned, its variety planted plays an important role in the quantity of biomass available to be burned (Figure 3).
\nTotal biomass burned during sugarcane harvest (dry matter).
The average dry matter in the sugarcane ranks between 22.7 and 35.9% [19]. However, depending on the variety of sugarcane planted, it will have the real quantity of residue. For example, in Mexico, the main planted varieties have a residual fraction of 29%, from which 83% is dry matter [20].
\nThere is a correlation between the biomass burned (Figure 4a) and CO2 emissions (Figure 4b). Brazil, India and China have the highest level of both parameters. Their magnitude order is of millions of tons, and the magnitude order of sugarcane production by country (Figure 2) is higher than biomass burned because the dry matter is a percentage of the crop. In every year of the study period (1990–-2014), the cane production, biomass burned and emissions of CO2 have been increasing, not only by alimentary reasons but also by energetic needs reflected in the use of biomass to generate electric energy and the implementation of ethanol and its derivatives as fuels.
\nBiomass burned (dry matter) (a) and CO2 emissions (b) by the major sugarcane producing countries.
Actually there is no particular database in which the available nutrients for every planted period of sugarcane can be found. However, there exists general information that can help to understand the global distribution of soils and nutrients [21]. This information is important due to the volatilization of nutrients during the burning practice in every harvested period. The IPCC’s methodologies estimate the greenhouse gas emissions, although other proposals, for example, the Seiler and Crutzen methodology [22], are very useful to know the amount of carbon and nitrogen released to the atmosphere during the burning of some crops.
\nA particular way to identify the conditions in which the sugarcane plantation was carried out is by referencing the values proposed to identify the “aptitude levels of sugarcane.” It consists of identifying the soil and weather conditions in which the sugarcane cultivation takes place [23] and relates with the production per hectare (yield).
\nAccording to this methodology implemented for the sugarcane producing regions in Mexico during the period of 1990–2014, the yield per hectare ranked between 81.3 and 92.3 t ha−1 [25]. This shows a high aptitude level for the country. It is not possible to use the same values from Table 3 for other sugarcane cultivating countries because the edaphological and weather conditions are different.
\nProperty | \nHigh | \nMedium | \nLow | \nNot suitable | \n
---|---|---|---|---|
Annual temperature (°C) | \n22–32 | \n20/22–32/35 | \n18–20 | \n<18 | \n
Annual average precipitation (mm) | \n>1500 | \n1250–1500 | \n1250–1000 | \n<1000 | \n
Solar radiation (h/year) | \n1800–2200 | \n1800–1400 | \n1400–1200 | \n<1200 | \n
Drought severity index | \nAbsent | \nSlight | \nStrong to very strong | \nSevere | \n
Slope (%) | \n0–8 | \n8–16 | \n16–30 | \n>30 | \n
Altitude (masl) | \nUp to 400 | \n400–850 | \n850–1300 | \n>1300 | \n
Texture | \nLoam-Argillaceus | \nArgillaceus | \nLoam-sandy | \nSandy | \n
pH | \n6.6–7.3 | \n6.1–6.5, 7.4–8.3 | \n5.6–6-0 > 8.3 | \n<5.5 | \n
Organic matter (%) | \n>5 | \n3–5 | \n2–3 | \n1–2 | \n
Available nitrogen (kg/ha) | \n>300 | \n300–225 | \n225–150 | \n<150 | \n
C/N relation | \n8–12 | \n12–15 | \n15–30 | \n>30 | \n
Expected yield (t ha−1) | \n>80 | \n55–80 | \n40–55 | \n<40 | \n
Aptitude levels of sugarcane. Proposed values for Mexico [24].
The sugarcane harvest can be done with or without burn. However, the ways to use the residues depend on the kind of processes involved during the cane lifting [26]. In general, the crop residues can be used as animal feeding and for energy generation. It is also used as a raw material for the production of honey, yeast, alcohol, hydrolyzed products, paper and fertilizers (Figure 5) [27].
\nUses of sugarcane straw [
Actually, 85% of the world production of liquid biofuels corresponds to ethanol, where the main producers are Brazil and the United States because they contribute to 90% of their world production. The other 10% corresponds to Canada, China, European Union (France and Germany) and India (Table 4). The sugarcane plays an important role in the production of this fuel through fermentation and distillation processes [28].
\nCountry | \nPearson correlation | \n
---|---|
United States | \n0.54 | \n
Mexico | \n0.042 | \n
Brazil | \n0.74 | \n
China | \n0.40 | \n
Colombia | \n0.09 | \n
Indonesia | \n−0.63 | \n
India | \n0.28 | \n
Pakistan | \n0.62 | \n
Philippines | \n0.44 | \n
Thailand | \n0.71 | \n
Correlation between the harvested area and yield per hectare during the period 1990–2014.
The results shown above can be indicators of the capability of every country to take advantage of the crop residues to use it in an alternative manner. The Pearson correlation analysis between the harvested area and yield per hectare during the period 1900–2014 (Table 4) shows that countries such as Brazil and the United States have a better use of the planted soils, but for different reasons. For example, Brazil had a positive trend in both parameters during the studied years (Figure 6c), while the United States has increased the harvested hectares while keeping practically a constant yield per hectare.
\nRelation between yield per hectare and harvested hectares in the United States (a), Mexico (b) and Brazil (c). 1 hg = 0.0001 t.
Mexico had a positive trend in the harvested area, at a much higher level than the United States (Figure 6a and b) or the Philippines. However, the performance per hectare is constant but at lower levels than United States. This situation reveals that countries such as Mexico, Colombia and India have to invest more resources to keep their production levels constant and to generate useable residues for alternative uses.
\nThe generation of waste from this crop in the sugarcane producing countries depends primarily on the performance of sugarcane production. In this context, the major biofuel (ethanol and biodiesel) producing countries are Brazil, the United States, China and India [30].
\nThe biomass (dry matter) available to be burned during the harvest period of sugarcane, play an important role in the CO2 emission levels generated by the countries that practice this activity, and its release into the atmosphere can increase or decrease due to other factors such as soil quality, cane varieties used and weather conditions.
\nIn this chapter, we can see the important relation between the production levels and harvested areas, an extensive harvest surface not necessarily give high production levels. Countries such as Colombia, Indonesia and Philippines had this behavior in their planted soils in different years. On the other hand, Brazil, China, India, Mexico, the United States, Pakistan and Thailand had a good correlation between both the parameters because when the harvested hectares increased or decreased, the production levels remain the same.
\nDuring the study period (1990–2014), we can see that Brazil, India and China had the highest quantity of cane waste (dry matter) burned and simultaneously had the better production levels and the major emissions of CO2. In general, the countries analyzed had a positive trend reflected in the annual increase of its emissions, except for the United States which reduced its production levels since 2004.
\nThe countries that kept a good correlation between their yield levels and harvested area during the study period, it is because they have had the infrastructure to prepare their soils adequately and use the cane varieties that can be adapted to each condition presented in every stage of growth in the best way, but also have major possibilities to take advantage of the available cane waste and give it an alternative use.
\nFinally, to reduce CO2 emissions, it is not necessary to reduce the production levels, rather, good performance must be maintained using appropriate planting and harvesting techniques which also allow the waste (dry matter) to be disposed of in suitable conditions to be used. Actually, it could be expensive to implement these alternative practices, so every country must generate a new mechanism to make it more feasible.
\nThe authors convey thanks to the Food and Agriculture Organization of the United Nations for providing them the information to carry out this research.
\nThe clinical presentation of retinoblastoma can be variable depending on the stage of the tumor. However, the most common presenting symptom overall is abnormal white reflection from one or both pupils [1]. This can be observed grossly by the naked eye and is termed as leukocoria. The second most common presentation of retinoblastoma is strabismus, which results from sensory deprivation when the tumor involves the central vision [2]. Less commonly, uveitis, glaucoma, hyphema, iris heterochromia, and orbital cellulitis can also be presenting signs for retinoblastoma [3]. A more advance and late presentation may result in proptosis and orbital swelling [4]. Any of the mentioned clinical presentations in a child should prompt detailed clinical exam including dilated fundus examination. Typically, it shows unifocal or multifocal white vascularized retinal mass with or without tumor seeding. Different imaging modalities can be performed to aid in the diagnoses of retinoblastoma. The most easy and readily available modality is ultrasound. It can be helpful in the detection of intraocular mass characteristic (height, thickness, and depth) and the presence of heterogeneity and calcification. Computed tomography (CT) is more sensitive in detecting intraocular calcification and delineating the mass. However, CT scan raises the concern of developing secondary malignancies in cases with germ line mutation due to radiations [5]. Magnetic resonance imaging (MRI) is currently the preferred imaging modality of choice for most ophthalmologists. MRI is considered the best for detecting optic nerve involvement and extraocular extension [6]. Other diagnostic procedures like cerebrospinal fluid (CSF) analysis and cytology are particularly performed when there is evidence of optic nerve involvement grossly or microscopically based on histopathologic examination after enucleation. Bone marrow biopsy is indicated for bone marrow metastasis based on clinical exam or blood work-up. Diagnosis of retinoblastoma should be based on clinical examination that is supported by imaging techniques. However, differentiating retinoblastoma from other conditions like persistent hyperplastic primary vitreous (PHPV), Coats’ disease, or toxocariasis can be challenging [7, 8, 9, 10, 11]. Different classifications have been proposed for retinoblastoma staging throughout the past decades, including TNMH (tumor, node, metastasis, heritable trait) cancer staging for the American Joint Committee on Cancer (AJCC), Reese-Ellsworth classification system (R-E), and International Intraocular Retinoblastoma Classification (IIRC) [12, 13, 14, 15, 16]. The International Intraocular Retinoblastoma Classification or International Classification of Retinoblastoma (ICRB) have been widely accepted by ophthalmologists since they were first introduced in 2003, to predict the outcomes following chemoreduction for retinoblastoma [15, 16] (Table 1 and Figure 1).
\nGroup | \nSubgroup | \nReference | \nFeatures | \n
---|---|---|---|
A | \nVery low risk | \nSmall tumor | \n\n
| \n
B | \nLow risk | \nLarger tumor Macula Juxtapapillary Subretinal fluid | \n\n
| \n
C | \nModerate risk | \nFocal seeds | \n\n
| \n
D | \nHigh risk | \nDiffuse seeds | \n\n
| \n
E | \nVery high risk | \nExtensive retinoblastoma | \n\n
| \n
International intraocular retinoblastoma classification.
Retinoblastoma tumors, according to the international intraocular retinoblastoma classification, and their response to treatments.
Management of retinoblastoma is complex and requires a multidisciplinary team approach that includes an ophthalmologist, pediatric oncologist, radiation oncologist, pathologist, geneticist, social worker, nurses, and others. The primary goal of treatment is to save the child’s life and then to salvage the globe and optimize the vision if possible. A multimodal therapeutic option for retinoblastoma is available, which ranges from focal therapies like laser photocoagulation, cryotherapy, thermotherapy, and plaque radiotherapy to enucleation or chemotherapy for more advance cases. The decision for choosing a treatment option is depending on several factors including the laterality, tumor size and histopathologic feature, the age and general health of the child, and the family desires.
\nEnucleation is the preferred option for most children presenting with advance tumor (group E eyes), especially if unilateral [17, 18, 19, 20, 21]. Other indications for enucleation are failure of all possible effective therapies, active tumor in an eye with no visual potential, anterior segment invasion, secondary neovascular glaucoma, and when the visualization of the tumor is compromised due to corneal opacity, cataract, or vitreous hemorrhage [22]. Enucleation is rarely indicated for bilateral retinoblastoma due to devastating functional limitation that follows such decision. The goal during enucleation is to obtain as much optic nerve as possible (usually 8–12 mm) to make sure that the surgical margin is free from tumor [23, 24]. Surgeons should avoid perforation of the globe during the procedure to minimize the potential risk of tumor seeding into the orbital tissue [25]. Histopathologic evaluation post enucleation allows for evaluation of high-risk features that requires additional chemotherapy. These features include retrolaminar optic nerve invasion, choroidal invasion, scleral and orbital invasion, and anterior chamber seeding [26, 27, 28]. At the time of enucleation, an orbital implant is placed to ensure proper growth of the orbit and allows for free movement of the prosthesis when attaching the extraocular muscles to the implant [4, 29]. Many different orbital implants can used and are generally divided to porous and nonporous implants. The most commonly used are porous implants, hence allowing vascular growth in the tiny pores within the implant. This can serve in the stabilization of the implant while minimizing the risk of exposure and extrusion or infection [4, 25].
\nExternal beam radiation therapy is an important modality used in the treatment of retinoblastoma. However, due to serious adverse effects, it has fallen out of use and became preserved for moderately advanced disease where retinoblastoma is refractory or progressive after chemotherapy to salvage the eye from enucleation. EBRT techniques have improved overtime, and new methods aim to eliminate the disease and minimize normal tissue exposure to avoid any adverse effects [30, 31, 32, 33].
\nThe main EBRT techniques used in treating retinoblastoma are photon or electron radiation therapy (ERT), intensity-modulated radiation therapy (IMRT), and proton radiation therapy (PRT). IMRT and PRT allow for more conformal radiotherapy options in addition to a unique physical property of PRT. Rather than traversing the target, protons stops at energy-dependent depth and with a reduced exit dose to almost zero where it reduces the injury to uninvolved structures and limit the radiation beams to a specific area. This physical property has shown to decrease unwanted adverse effects, making PRT become superior to photon therapy [30, 31].
\nEBRT treatment sessions are usually scheduled over a period of weeks where multiple small fractions of radiation are delivered via an external machine targeting the lesion. This increases tumor sensitivity to radiation by allowing time for reoxygenation and reassortment of cell cycle. It also spares normal tissues by allowing time for repair in between fractions. Conversely, PRT is delivered in one or a few large fractions, but to small discrete volumes, hence minimizing the volume of surrounding irradiated normal tissue [30, 34].
\nThe outcome of patients who were treated with EBRT has been studied over the past decades. Enucleation was ultimately required in 18–37.5% of eyes, and local failure after radiotherapy was similar between PRT and ERT. Vision was preserved in most of the cases with an outcome showing up to 70% of patients having no or mild visual impairment. Moderate visual impairment is seen in 10–23% of eyes, whereas poor or no useful vision was in 20–41.7% of non-enucleated eyes. The best visual outcomes are noted in patients with early stages that spared the optic disc, macula, and fovea, suggesting that the location of tumors has an impact of visual outcome even after PRT [35, 36, 37, 38].
\nAcute toxicities that can be seen after therapy sessions include local erythema of the skin, hyperpigmentation, erythema of the conjunctiva, and loss of eyelashes. Patients treated with PRT had a similar rate of acute toxicities, compared to patients treated with ERT. Cataracts were the most common long-term complication in eyes treated with EBRT. Other ocular complications noted are radiation retinopathy, glaucoma, neovascularization, vitreous hemorrhage, retinal detachment, strabismus, and less common toxicities [35, 36, 37, 38].
\nThe hypothalamus-pituitary axis is known to be affected in EBRT as it is exposed to radiation beams. Growth hormone deficiency and thyroid-stimulating hormone abnormality are noted in patients treated with EBRT. However, due to PRT physical properties that eliminate the radiation to midline structures, these adverse effects are noted to be less than in conventional radiation therapy. Therefore, endocrinopathies were almost limited in patients treated with PRT [38, 39].
\nAnother adverse effect reported is craniofacial deformities where the facial and bony structures tend to be affected in EBRT. These include hypoplasia, hyperpigmentation, or soft tissue fibrosis. Long-term dentofacial anomalies have also been reported [36, 38, 40].
\nRisk of new cancers is a major concern in retinoblastoma patients treated with radiotherapy. The cumulative incidence of a second cancer at 50 years after diagnosis of retinoblastoma was 36% for hereditary retinoblastoma. Bone, nasal cavity, connective and soft tissue, and other neoplasms have been associated in retinoblastoma survivors who received EBRT. Osteosarcomas and soft tissue sarcomas are the most common tumors reported in irradiated patients reaching up to 76% of all cancer in ages younger than 25 years old. On the other hand, in unilateral retinoblastoma patients who did not receive radiation, sarcomas did not occur. In addition, the subsequent risk of cancer was noted to be higher in irradiated patients than nonirradiated whether the patients had hereditary or non-hereditary disease. Also, elevated doses of radiation were associated with increased risk of subsequent tumors. However, no subsequent cancers were noted among hereditary patients treated with chemotherapy. Furthermore, a comparison between photon and proton radiotherapy techniques was done and it showed that the 10-year cumulative incidence of malignancies was significantly higher in photon therapy compared to proton therapy. Therefore, patients treated with radiotherapy should have long follow-ups regardless of the modality used [32, 33, 41].
\nLastly, the quality of life was observed, and no difference was noted between children and their parents regarding the quality-of-life outcomes compared to the general population [38].
\nBrachytherapy is a form of radiotherapy where a source of radiation is placed inside or next to the treatment area. In retinoblastoma the radioactive implant is placed on the sclera corresponding to the tumor base and fixed surgically to irradiate the tumor. Implantation technique requires excellent surgical skills and is applied under general sedation where the implant is fixed on the sclera and maintained for few days and removed with the patients remaining in the hospital during the entire treatment [42]. Iodine-125 and Ruthenium-106 are the most common radioactive agents to be used in intraocular lesions. Other agents can be used such as Ruthenium-106, Palladium-103, Strontium-90, Cobalt-60, and Iridium-192 [42, 43]. Like EBRT, the use of brachytherapy has been limited to progressive disease and to preserve the eye from enucleation. However, brachytherapy offers less spread of radiation, and its complications that can be associated with EBRT can be prevented where damage of normal tissue can be minimized which can lead to deformities and more importantly reduce the risk of radiation-induced second cancers [42, 44, 45]. Brachytherapy can be used as primary modality to treat retinoblastoma where the tumor is found solitary and located anterior to the equator as per the American Brachytherapy Society-Ophthalmic Oncology Task Force (ABS-OOTF) recommendations. As for secondary treatment where retinoblastoma failed to respond to other treatment modalities, it can be used irrespective of its location [43]. Brachytherapy is also an effective method that can be used post enucleation to prevent recurrence [46].
\nPlaque brachytherapy achieved tumor control in 83–89% of cases in some studies reaching up to 88% when used as a primary modality and appears to be the best choice in patients who failed laser photocoagulation, thermotherapy, cryotherapy, or chemoreduction, but it is less successful in patients who failed EBRT [45, 47, 48]. Reirradiation of local recurrence with brachytherapy can be considered as an option to salvage the eye from enucleation, and it may provide tumor control and eye preservation [48]. Complications related to radiation included radiation retinopathy, maculopathy, papillopathy, cataract, and glaucoma. Fortunately, no second cancers related to plaque brachytherapy were reported in the literature [45, 47, 48, 49, 50].
\nVisual acuity in patients was found to be good in 64% and poor in 24–32% of non-enucleated eyes who were treated with plaque radiotherapy. The poor visual outcome was mainly associated with macular lesions, macular edema, vitreous hemorrhage, and phthisis bulbi. It appears that there is no significant difference whether brachytherapy was used as a primary or secondary modality in visual outcome [45, 47].
\nIn many centers, Iodine-125 is used as the standard isotope for plaque brachytherapy. This is due to the physical properties like its half-life, low energy, adequate dose distribution, and ease of shielding [42, 43]. In a study, the use of Iodine-125 as salvage treatment in 84 recurrent lesions after chemoreduction is reported. It showed 95% control in those who failed chemoreduction and 100% control in patients who failed a combination of chemoreduction and EBRT. Complications were higher in patients who received EBRT and included papillopathy, vitreous hemorrhage, cataract, and neovascularization [50].
\nRuthenium-106 has some advantages over Iodine-125 where it’s lower in cost, has longer half-life, and is safer in terms of radioprotection. It has shown tumor control achievement up to 73%, and some studies achieved eye preservation in 89% of cases. Local recurrence with Ruthenium-106 is noted to reach 6.3%. Complications of Ruthenium-106 are generally similar to those found in other radiation modalities such as proliferative retinopathy which can lead to vitreous hemorrhage, radiation maculopathy radiation optic neuropathy, exudative retinal detachment, neovascularization, neovascular glaucoma, and cataracts. Previous treatment with EBRT was shown to be associated with increased risk of some complications such as optic neuropathy, retinal detachment, and cataracts. However, studies of efficacy of Ruthenium-106 in retinoblastoma compared to Iodine-125 are limited in the literature [51, 52, 53, 54].
\nFocal therapy in treatment of retinoblastoma is used either alone in small retinoblastomas (group A or B) (1, 2 laser) or after chemoreduction, usually after two or three cycles, or for small recurrent tumors or subretinal seeds [55, 56, 57].
\nThermotherapy is based on increasing the tissue temperature from 45 to 60°C to induce a cytotoxic effect, through applying an 810-nm diode laser below the coagulative threshold to prevent retinal vessels from coagulation, and it can be used alone for small retinoblastomas that are 3 mm in diameter without vitreous or subretinal seeds [57, 58]. In a study of 91 tumors, 92% of the tumors that were 1.5 mm in diameter were controlled with thermotherapy alone [59]. Out of 188 treated by thermotherapy, complete regression of the tumor was achieved in (85%) 161 tumors, where the mean tumor size is 3.0 mm base and 2.0 mm thickness [60]. Complications of transpupillary thermotherapy include iris atrophy, cataracts, tumor seeding into the vitreous, retinal fibrosis, transition, and vascular occlusion.
\nLaser photocoagulation is aimed to diminish blood supply of tumor. This type of treatment is used for small (4 mm in diameter and 2 mm in thickness) and posterior tumors. Argon or diode laser or a xenon arc is used but not directly on tumor tissue; instead it is aimed to coagulate the blood vessels that supply the tumor.
\nRetinal detachment, retinal vascular occlusion, retinal traction, and preretinal fibrosis can be a complication of this type of treatment [61, 62, 63].
\nCryotherapy induces rapid decrease (freeze) of tumor tissue, and this will cause damage to the tumor blood vessel endothelium and lead to vascular thrombosis, which results in tumor ischemia and infarction. It is used as primary treatment for small equatorial and peripheral retinal tumors (<3.5-mm base and <2-mm thickness). Treatment protocol is based on three applications for each session every 4–6 weeks until complete regression of the tumor. Complications of cryotherapy include retinal tears and detachment, proliferative vitreoretinopathy, and chorioretinal atrophy. Cryotherapy can be used 2–3 hours before chemotherapy administration, and that can increase the permeability of blood retinal barrier and increase the effect of chemotherapy [61, 63].
\nChemotherapy is considered as one of the most important modalities used to treat retinoblastoma. It has been used as a main therapeutic modality achieving tumor control in up to 78% with the elimination of the need for enucleation as well as EBRT and its risk of developing second new cancers [64]. Chemotherapeutic agents can be delivered via four main routes which are intravenous chemotherapy, intra-arterial chemotherapy (IAC), intravitreal chemotherapy, and periocular chemotherapy. The most common chemotherapeutic agents used are vincristine, etoposide, and carboplatin. This (VEC) regimen is the most popular combination preferred by many experts, and this stems from its proven effect on neuronal tumors in the pediatric age group as well as its good penetration into the eye [65]. Melphalan is considered as the best and most effective agent in intra-arterial chemotherapy, and it is the most commonly used [66]. Tumor control, chemoreduction, and outcome differ from one modality and route of administration to another. Outcome also depends on the ICRB where chemotherapy can be successful in 100% in group A and it drops as low as 50% in groups D and E. Visual outcome can be maintained with a visual acuity of 6/60 or better in around two-thirds of patients [16, 67]. Adverse effects of chemotherapy observed are different from one modality to another. For instance, common side effects seen with systemic chemotherapy include transient pancytopenia, fever, and alopecia. Intra-arterial chemotherapy complications are attributed either to the procedure itself or to the chemotherapeutic agent. It can result in endovascular complications, allergy, and hematoma at the site of entry. IAC can also result in ocular vascular complications. Neutropenia is another important complication noted in IAC. Among the most frequent side effects of intravitreal chemotherapy are retinal pigment epithelium changes, iris depigmentation and atrophy, chorioretinal atrophy with vitreous hemorrhage, and retinal detachment. Fortunately, second primary malignancy risk in chemotherapy is almost eliminated compared to EBRT which has made chemotherapy more superior in treating retinoblastoma [68, 69, 70, 71, 72, 73, 74, 75]. A more detailed information is mentioned in the chapter entitled Retinoblastoma Management: Advances in Chemotherapy.
\nThe authors would like to thank King Khalid Eye Specialist Hospital for the photos provided, and Ophthalmology Department at King Abdulaziz University Hospital under King Saud University Institute for funding and supporting this chapter.
\nThere is no financial interest to disclose.
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He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. 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His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. 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