Submitted by Johnny Rodrigues (johnnyrodrigues@ufcg.edu.br) on 2018-04-23T15:55:11Z No. of bitstreams: 1 SARA REGINA MIRANDA RUFINO - TESE PPGEP 2014..pdf: 3286437 bytes, checksum: cfafef220e2b9de314c5df81f2286b36 (MD5) / Made available in DSpace on 2018-04-23T15:55:11Z (GMT). No. of bitstreams: 1 SARA REGINA MIRANDA RUFINO - TESE PPGEP 2014..pdf: 3286437 bytes, checksum: cfafef220e2b9de314c5df81f2286b36 (MD5) Previous issue date: 2014-08-28 / A agricultura familiar, com base agroecológica, tem estimulado mudanças significativas na vida de famílias de agricultores familiares, seja no manejo do solo, na relação com o meio ambiente, hábitos alimentares, segurança alimentar, ou mesmo autonomia produtiva. Nesta perspectiva, avaliar a qualidade do solo dentro de sistemas em transição agroecológica (convencional para agroecológico), pode proporcionar melhor compreensão sobre seus efeitos deste sistema de cultivo do solo. Na busca da sustentabilidade de sistemas agrícolas o uso de indicadores no monitoramento das condições do solo constitui-se numa importante ferramenta para a tomada de decisões na condução das produções. O objetivo deste trabalho foi comparar propriedades físicas, químicas, bioquímicas, microbiológicas e termogravimétricas de solos de mesorregiões do agreste da Paraíba em transição agroecológica. O presente estudo foi desenvolvido na Mesorregião do Agreste-Brejo da Paraíba. Foram coletados solos em propriedades de agricultores familiares sob sistema de cultivo agroecológico e convencional, os quais foram submetidos a diferentes indicadores de sustentabilidade do solo. Os indicadores químicos nitrogênio, matéria orgânica leve, carbono orgânico total e matéria orgânica, apresentaram maior correlação e sensibilidade quanto a sua utilização de indicadores da qualidade de solos em transição agroecológica. A termogravimetria apresentou potencialidade na identificação dos solos com relação ao teor de matéria orgânica de solo agrícola. / A family farm with agroecological base, has spurred significant changes in the lives of farming families, either in soil management in relation to the environment, eating habits, food security, or even productive autonomy. In this perspective, assessing soil quality within systems (for conventional agroecological) agroecological transition may provide better understanding of the effects of this system of cultivation. In search of the sustainability of agricultural systems, using indicators in the monitoring of soil conditions constitutes an important tool for decision making in the conduct of productions. The objective of this study was to compare physical, chemical, biochemical, microbiological and thermogravimetric soils of the rough mesoregions of Paraíba in agroecological transition properties. This study was developed in Meso - Heath of the Wasteland Paraíba. Soil samples were collected on properties of farmers in agro-ecological and conventional cropping system, which were subjected to different indicators of soil sustainability. Chemical indicators nitrogen, light organic matter, total organic carbon and organic matter showed higher correlation and sensitivity as the use of soil quality indicators in agro-ecological transition. Thermogravimetry showed potential in the identification of soils in relation to organic matter content of agricultural soil.

The intensification of biofuel production causes negative impacts on soil quality, thus the soil requires adequate assessment to ascertain its quality status, however site-specific nature of results in literature requires independent soil property measurement and assessment depending on specific agroecosystem and management goals. Therefore, the main objective of this study was to investigate seasonal pattern of soil quality, soil water and thermal regimes and performance of sugarcane and tung crops at the experimental station of Soils Department, Federal University of Santa Maria, Santa Maria, RS, Brazil. The sugarcane experiment (three seasons) was established in 2010 under no-tillage; no-tillage + compaction; conventional tillage and chiseling treatments in a randomized complete block design with three replications. In years 2011 and 2012, there was no soil disturbance; however residue mulching was imposed, giving split-plot design. The tung-based cropping system (two seasons, 2012-2014) was a randomized complete block design experiment with four replications. The treatments were: tung-crambe-sunflower/soybean + inorganic fertilizer; tung-crambe-sunflower/soybean + organic manure; tung-oats-peanut; and sole tung (control). Crambe and oats were planted in winter while sunflower (1st year)/soybean (2nd year) and peanut were planted in summer. Disturbed and undisturbed (using cores of known volume) soil samples were collected from soil layers 0-10, 10-20, 20-40 and 40-60 cm in sugarcane, and 0-10, 10-20, 20-40, 40-60 and 60-80 cm in tung for the laboratory determination of soil quality indicators. There was field monitoring of soil water retention, matric potential and soil temperature and agronomic parameters measured include sugarcane yield and tung plant height. Minimum data set for soil quality assessment was made using principal component analysis and soil quality index was obtained using weighted additive method. The temporal patterns of soil water storage and temperature were evaluated using algorithms for time series data. Except for Ma in 0-10 cm layer of tillage plots, both tillage and residue mulching did not significantly affect (p<0.05) the soil quality indicators, overall soil quality, water retention and sugarcane yield. The degree of compaction was not enough to limit sugarcane growth. Residue retention significantly influenced temporal processes of soil temperature and state-time analysis was better than classical regression of time series analysis of soil water storage and temperature. Cropping system did not significantly influence (p<0.05) soil quality indicators, overall SQI and tung plant height, but significant influenced soil water retention. For the two experiments, there was no discernible trend in the seasonal values of soil hydro-physical variables and crop response. / A intensificação da produção de biocombustíveis pode prejudicar a qualidade do solo. Portanto, para evitar a degradação do solo é necessário monitorar periodicamente os atributos mais afetados pela atividade agrícola. Assim, o objetivo deste estudo foi investigar o padrão sazonal da qualidade, da água e regimes térmicos do solo, bem como o desempenho das culturas da cana-de-açúcar e do tungue na estação experimental do Departamento de Solos da Universidade Federal de Santa Maria, Santa Maria, RS, Brasil. Para isso foram avaliados dois experimentos. O experimento de cana-de-açúcar (três anos de cultivo) foi implantado em 2010 e os tratamentos foram: plantio direto; plantio direto com compactação adicional; preparo convencional e; escarificado, distribuídos em um delineamento de blocos casualizados com três repetições. Nos anos de 2011 e 2012, não houve revolvimento do solo, mas foi adicionada cobertura vegetal morta, designando um esquema de parcelas subdivididas. Para o sistema de cultivo do tungue (dois anos de cultivo, 2012-2014) foi utilizado um experimento de blocos ao acaso com quatro repetições. Os tratamentos foram: tungue-crambe-girassol / soja com fertilizantes inorgânicos; tungue-crambe-girassol / soja com adubação orgânica; tungue-aveia-amendoim; e tungue (controle). Crambe e aveia foram plantadas no inverno, enquanto girassol (1° ano) / soja (2º ano) e amendoim foram plantados no verão. Amostras de solo com estrutura alterada e preservada foram coletadas (usando cilindros com 57 mm de diâmetro e 40 mm de altura) nas camadas de 0-10, 10-20, 20-40 e 40-60 cm na cana-de-açúcar, e de 0-10, 10-20, 20-40, 40-60 e 60-80 cm no tungue para a determinação laboratorial dos indicadores de qualidade do solo. Houve o monitoramento á campo da temperatura, umidade potencial matricial da água no solo e parâmetros agronômicos incluindo a produtividade da cana-de-açúcar e altura da planta de tungue. Um conjunto mínimo de dados para a avaliação da qualidade do solo foi obtido através da análise de componentes principais e o índice de qualidade do solo foi obtido pelo método aditivo ponderado. Os padrões temporais de armazenamento de água do solo e a temperatura do solo foram avaliados utilizando algoritmos para dados de séries temporais. Exceto para a macroporosidade, na camada de 0-10 cm dos tratamentos com preparo do solo, o preparo e a cobertura de palha não afetaram significativamente (p <0,05) os indicadores de qualidade do solo, o índice de qualidade do solo, a retenção de água ou a produtividade de cana-de-açúcar. O grau de compactação não foi suficiente para limitar o crescimento da cana-de-açúcar. A permanência da palha na superfície influenciou significativamente os processos temporais de temperatura do solo e a análise temporal foi melhor do que a análise de regressão clássica para a análise das séries temporais de armazenamento de água e temperatura do solo. O sistema de cultivo não influenciou significativamente (p<0,05) os indicadores de qualidade do solo, o índice de qualidade do solo e a altura da planta, mas influenciou significativamente a retenção de água do solo. Nos dois experimentos, não houve nenhuma tendência clara nos valores sazonais de variáveis físico-hídricas do solo e na resposta da cultura.

Les sols de montagne représentent d'importants réservoirs de carbone (C) potentiellement vulnérables aux changements climatiques et changements d'usage qui les affectent de manière amplifiée. Or la grande variabilité de ces milieux, leur faible accessibilité ainsi que le manque d'outils de mesure appropriés limitent nos connaissances qui restent aujourd'hui très fragmentaires en ce qui concerne les stocks, la chimie et la réactivité du carbone organique des sols (COS). Ces informations sont pourtant nécessaires pour appréhender l'évolution de ces sols et de leur C dans ce contexte de changements globaux. Les objectifs de ce travail de thèse étaient (i) d'accéder à une meilleure compréhension de la nature, de la stabilité et de la vulnérabilité du COS dans une mosaïque d'écosystèmes des Préalpes calcaires (massif du Vercors), (ii) de rechercher des outils de caractérisation rapides et fiables adaptés à l'étude et au suivi du COS à l'échelle du paysage, et enfin (iii) de proposer des indices pour l'évaluation et le suivi de la qualité des sols en milieu de montagne. Dans un premier temps, nous avons testé l'application de la pyrolyse Rock-Eval pour l'étude du COS à grande échelle sur un ensemble d'unités écosystémiques. Nous avons ensuite comparé la pyrolyse Rock-Eval à deux techniques classiques d'étude de la matière organique du sol (MOS) : le fractionnement granulodensimétrique de la MOS et la spectroscopie moyen infrarouge. Ces approches analytiques couplées nous ont permis de quantifier les stocks de C à l'échelle de la zone d'étude et d'expliquer la stabilité et la vulnérabilité du COS sous des angles variés. Les facteurs responsables des patrons observés dans les différentes unités écosystémiques sont discutés. Ce travail a également confirmé la pertinence de l'outil Rock-Eval pour répondre aux objectifs fixés. Parallèlement, des approches biologiques nous ont permis d'évaluer l'importance de la composante microbienne dans ces sols. Enfin, des indices évaluant le statut organique des sols (stockage de COS, fertilité des sols, vulnérabilité du COS) sont proposés pour constituer des outils de gestion et d'aide à la décision. / Mountain soils are major reservoirs of carbon (C), potentially vulnerable to climate and land use changes that affect them significantly. However, the great variability of these soils, their limited accessibility and the lack of appropriate measurement tools restrict our knowledge. Today, our comprehension of the biogeochemistry of mountain soils remains very incomplete regarding stocks, chemistry and reactivity of soil organic carbon (SOC). Yet this information is necessary to understand the evolution of soil carbon in the current context of global change. The objectives of this work were (i) to gain a better understanding of the nature, stability and vulnerability of SOC in a mosaic of ecosystems in a calcareous massif in the Alps (Vercors massif), (ii) to search for fast and reliable characterization tools, suitable for the study and monitoring of COS at the landscape scale, and (iii) to propose indicators for the assessment and monitoring of soil quality in mountain regions. As a first step, we tested the application of Rock-Eval pyrolysis for the study of COS at large-scale on a set of ecosystem units. Then, we compared the Rock-Eval approach to two conventional techniques for soil organic matter (SOM) study: the particle-size fractionation of SOM, and the mid-infrared spectroscopy. These coupled analytical approaches allowed us to quantify C stocks across the study area, and explain the stability and the vulnerability of COS at various angles. Factors responsible for the patterns observed in the different eco-units are discussed. This work also confirmed the relevance of the Rock-Eval tool to achieve our previous objectives. Biological approaches allowed us to assess the significance of microbial pool in these soils. Finally, indices assessing the status of SOM (SOC storage, soil fertility, vulnerability COS) were proposed and constituted interesting management tools for decision-makers.

Made available in DSpace on 2014-07-29T15:16:36Z (GMT). No. of bitstreams: 1 Joyce Rover.pdf: 514538 bytes, checksum: aaa943196dccf7fe52627b0d975e29e2 (MD5) Previous issue date: 2009-05-30 / The soil quality indicators analyses during and after the transition period of conventional to organic production system are very important to evaluated the sustainability of agricultural systems. Soil microbiological and biochemical indicators shall quickly indicate changes occurred on both, soil management and production systems. The objective of this work was to evaluated shifts on microbiological and biochemical soil indicators of a conventional common bean production system in transition to an organic system, under conventional and non-tillage soil management systems after cover crops. Total enzymatic activity (AET), betaglucosidase activity (betaglucosidase), acid fosfatase activity (fosfatase), carbon (CBM) and nitrogen (NBM) of the microbial biomass, the basal soil respiration (RBS) and the metabolic quotient (qCO2) were evaluated on soil samples collected at tillage common bean cycle. The experiment was carried out at Embrapa Rice and Beans, in Santo Antônio de Goiás GO, and it was also collected soil samples in a secondary forest area close to the experiment to be used as a reference. The content of carbon and nitrogen of the soil microbial biomass, as well as, microbial and enzymatic activities in conventional and non-tillage systems were independent of the cover crop specie used. Under the experimental conditions, the soil management systems did not show effect in the enzymatic and microbial soil activities. The total and acid fosfatase enzymatic activities of the cropped soils were lower than in the forest soil. The betaglucosidase enzymatic activity was higher in cropped soil than under forest soil in the raining season and lower in the dry season. The soil tillage performed before common bean sowing promoted shifts on the CO2 efflux from soil to the atmosphere, which was verified by an increase on both, basal soil respiration and metabolic quotient. / A análise da qualidade do solo durante e após o período de transição de um sistema produtivo convencional para um sistema orgânico é importante como indicador de sustentabilidade. Indicadores microbiológicos e bioquímicos da qualidade do solo devem responder rapidamente a mudanças no manejo e alterações nos sistemas de produção. Assim, este experimento teve como objetivo avaliar as alterações nos indicadores microbiológicos e bioquímicos do solo em um sistema de produção em transição para cultivo orgânico do feijoeiro comum (Phaseolus vulgaris L.), sob sistema de preparo convencional (SPC) e direto (SPD) do solo, após o manejo de diferentes plantas de cobertura de solo. Avaliaram-se a atividade enzimática total (AET), a atividade de betaglicosidase (&#946;-glicosidase) e de fosfatase ácida (Fosfatase), o carbono (CBM) e o nitrogênio (NBM) da biomassa microbiana, a respiração basal do solo (RBS) e o quociente metabólico (qCO2) em amostras de solo coletadas durante o ciclo de cultivo do feijoeiro comum. O experimento foi conduzido na Embrapa Arroz e Feijão, em Santo Antônio de Goiás GO e área de mata nativa próxima ao ensaio foi utilizada como referência. O teor de carbono e nitrogênio da biomassa microbiana no solo, assim como de atividades microbianas e enzimáticas avaliadas, tanto sob SPD quanto sob SPC, foi independente da espécie de planta de cobertura de solo utilizada. Nas condições testadas, o sistema de preparo de solo não teve influência na atividade das enzimas do solo e nem na atividade microbiana do solo. No solo agricultável testado, a atividade enzimática total e de fosfatase ácida foi menor do que em solo não agricultável. No período chuvoso, a atividade de betaglicosidase foi maior em solo agricultável do que em solo não agricultável e menor no período seco. O preparo do solo para a semeadura do feijoeiro comum provocou aumento da perda de gás carbônico, verificado em decorrência de aumento na respiração basal do solo e no quociente metabólico.

La banane plantain (Musa paradisiaca) est l’aliment de base de millions de personnes dans le monde et sa culture génère des revenus permanents pour un grand nombre d’agriculteurs, dans des plantations de taille petite ou moyenne. Comme dans d’autres régions tropicales, la culture du plantain en Guadeloupe et en Haïti est soumise à de fortes contraintes parasitaires aussi bien telluriques (i.e. du sol : nématodes phytoparasites et charançon du bananier) qu’aériennes (Cercosporiose noire notamment). Les moyens de lutte conventionnels reposent sur l’usage de produits de synthèse dont les effets néfastes sur l’environnement (sols, eaux, animaux) comme sur la santé humaine ne sont plus supportables. Il est donc urgent de réfléchir à des solutions agro-écologiques permettant de rétablir les équilibres biologiques, de maintenir une bonne qualité des sols et une production optimale dans les systèmes de culture plantains. C’est le but de ce travail de thèse qui couple la réalisation d’un diagnostic agro-écologique dans des parcelles paysannes, et le test d’alternatives agro-écologiques en milieu semi-contrôlé. Pour ce faire, une typologie des systèmes de culture plantains a été réalisée à l’issue d’une enquête agro-environnementale dans les deux zones d’étude. Elle a permis de sélectionner 23 parcelles en Guadeloupe et 12 en Haïti dans lesquelles un diagnostic agro-écologique a été conduit. Sur la base de ce diagnostic et de la recherche d’alternatives agro-écologiques à l’usage des produits chimiques, une expérimentation au champ a été mise en place en Guadeloupe en station de recherche, permettant le test de trois pratiques culturales innovantes pour le plantain (seules et combinées), à savoir : i) l’introduction d’une plante de service Paspalum notatum pour la gestion des adventices et la réduction de l’utilisation d’herbicides ; ii) l’apport de vermicompost pour le contrôle des nématodes phytoparasites inféodés au bananier plantain et la fertilisation de celui-ci ; iii) l’utilisation de plants sains PIF (Plants Issus de Fragments de tiges) indemnes de nématodes et de larves de charançon du bananier. La typologie des systèmes de culture plantains révèle que : i) en Guadeloupe les précédents : jachère, ananas et banane plantain sont prédominants avec un niveau d’intensification faible (apports d’intrants chimiques faibles et peu fréquents) ou élevé (apports d’intrants chimiques élevés et plus fréquents) ; ii) en Haïti, les précédents : jachère, banane plantain et manioc prédominent avec un niveau d’intensification faible ou nul (apport d’intrants inexistant). Les résultats du diagnostic agro-écologique montrent que, i) lorsque le niveau d’intensification est faible, les bananeraies plantains pérennes et le précédent-ananas permettent de maintenir une bonne qualité du sol et une bonne régulation des parasites telluriques ; ii) lorsque le niveau d’intensification est fort, les populations d’ingénieurs du sol diminuent drastiquement, alors que le cortège parasitaire tellurique augmente sans que cela n’affecte l’obtention de bons niveaux de rendement instantannés (parcelles précédées d’ananas ou d’une jachère principalement) ; iii) en absence totale de fertilisation, il résulte une diminution de l’activité biologique du sol mais aussi du rendement du plantain, exacerbé par le choix des précédents-culturaux (manioc ou banane plantain) en lien avec les contraintes pédoclimatiques et la maladie des raies noires (Cercosporiose noire) causée par Mycosphaerella fijiensis, notamment au sein des parcelles Haïtiennes ; iv) la succession plantain/plantain est la plus pénalisante vis-à-vis de la culture du plantain, car quelque soit le niveau d’intensification, le rendement reste relativement faible, en lien avec une dégradation de l’état sanitaire, comparativement aux autres précédents. / Plantain (Musa paradisiaca) is the staple food of millions of people worldwide and its cropping generates ongoing revenues for many farmers who are planting small or medium size areas. As in other tropical regions, plantain cultivation in Guadeloupe and Haiti is under heavy parasitic constraints terrestrial (plant-parasitic nematodes and banana weevil) as well as aerial (black Sigatoka in particular). Conventional means of control based on the use of synthetic products which adverse effects on the environment (soil, water, animals ...) as on human health are not bearable any more. It is thus urgent to think about agroecological solutions allowing to restore the biological balances, to maintain good soil quality and optimal plantain cropping systems.This is the ultimate goal of this thesis which couples the realization of an agroecological diagnosis in peasants’ plots, and the test of agroecological alternatives in semi-controlled conditions. To do this, a typology of plantain cropping systems was carried out from an agrienvironmental survey in the two study areas. It allowed to select 23 plots in Guadeloupe and 12 in Haiti in which an agroecological diagnosis was implemented. Based on this diagnosis and the research of agroecological alternatives to the use of chemicals, a field experiment was set up in Guadeloupe, in an experimental station allowing the test of three innovative practices for plantain cultivation (alone and combined), namely : i) the introduction of a cover-crop Paspalum notatum for weed control while reducing the use of herbicides ; ii) the input of worms’ compost to control plant-parasitic nematodes specific to plantain and to fertilize it ; iii) the use of healthy “PIF” plants (plants issued from stem fragments) free from telluric pests (nematodes and weevil’s larvaes).The typology of plantains cropping systems shows: i) in Guadeloupe the previous crops are: fallow pineapple and plantain predominate with a low level of intensification (low and infrequent chemical inputs) or high (high and frequent chemical inputs); ii) in Haiti, the previous crops are: fallow, plantain and cassava predominate with a low level or no intensification at all (no inputs). The results of the agroecological analysis show that : i) when the level of intensification is low, perennial plantain and pineapple as previous crops help maintaining a good soil quality and a good regulation of the telluric pests ; ii) when the level of intensification is strong, the soil engineers drastically reduce, while the density of telluric parasites increases without affecting good levels of instantaneous yields (plots where the previous crop is pineapple or mostly fallow) ; iii) when the fertilization is totally missing, it decreases the biological activity of the soil furthermore the plantain yields, exacerbated by the choice of the previous crop (cassava or plantain), in connection with soils and climate constraints and the black Sigatoka caused by Mycosphaerella fijiensis, especially in the Haitian plots ; iv) the crop succession plantain/plantain is the most critical regarding the plantain’s cropping, because whatever the level of intensification, the yields remain relatively low in connection with a degradation of the health state, compared to other previous crops.The driving of an experiment in a research station shows that on the scale of one year, the three tested innovative practices allow maintaining a good soils quality. Healthy plants "PIF" have a better health state (absence of plant parasitic nematodes in the roots) which helps a significant increase of the yields. Cover-crop P. notatum helps the weeds and the soil pests control and favors the improvement of soil biological activity and plantain yields. Worms’ compost contributes to the maintenance of a better soils quality while allowing the regulation of the populations of plant-parasitic nematodes of the plantains.

Diploma thesis documents the problems of soil quality, which is assessed on the basis of physical, chemical or biological indicators of soil quality. The paper describes the various indicators, its methodology and evaluation. In the practical part evaluates the quality of soil cultivated with the traditional way - using plowing. The experimental area, where the samples were taken from the soil, lies in the Olomouc region in the municipality Šumvald. Evaluated were selected physical, chemical and physico-chemical properties of soil, e.g. particle size distribution, bulk density, porosity, air capacity, hydrolimits, pH, carbonates, humus content and salinity of the soil.

MENVSC / Department of Environmental Sciences

Department of Ecology and Resource Management / PhDENV / The main aim of the research was to contribute means for converting conventional, high-input production systems to more sustainable ecological systems, thereby improving the sustainability of macadamia production and ultimately contributing to food security. This was achieved by a) investigating the potential use of cover crops and compost to enhance soil quality in macadamia orchards and b) investigating the potential use of use of cover crops and orchard heterogeneity to control stinkbug pests that target macadamia crops. Field experiments were conducted in three phases: phase one tested the potential of six cover crops for crop protection (as trap crops) and simultaneously for soil restoration or fertility enhancement purposes in macadamia orchards. Phase two repeated the trials of phase one (both soil restoration and trap crops) but with modifications to both categories. Soil restoration treatments were conducted with trees which were growing in what appeared to be healthy soils, and then repeated with trees in the same orchard where the topsoil had been degraded (totally removed) by agricultural operations. The third phase repeated the trap crop trials only, but this time on three different study areas (all commercial farms) with the single cover crop which performed the best as a trap crop during phase two. Trials were modified from the first to the last phase to overcome practical implementation problems encountered along the way and to adapt to local conditions experienced in the commercial macadamia farming systems which served as research sites. Diversity of natural orchard vegetation was enhanced in phase three to improve conditions for natural predators as part of the trap crop treatments in the last phase and cover crops were finally first composted and then returned to the root zones of the macadamia trees as part of the soil quality enhancement treatments in the second phase. The results from the trap crop trials shows a significant effect of trap crops combined with increased orchard diversity in reducing unsound kernel percentages caused by stinkbug pests and demonstrate that trap crops combined with an increase in orchard diversity could be utilized in macadamia orchards as a more sustainable alternative to inorganic pesticides against the stinkbug complex. The most notable changes in the soil that took place with soil quality enhancement treatments were the significant increases in soil phosphorous content and pH which resulted not in an improvement in soil quality in terms of these two indicators but revealed an important issue about the use of compost containing animal manure originating from dairies or feedlots. In summary however, it was clear that although not all the soil quality indicators that were employed to assess changes in the soil with compost treatments improved significantly, a holistic consideration of all indicators portrays an overall improvement which was particularly significant in the degraded soil plots where the topsoil had been removed by prior agricultural activities. / NRF

Soil carbon is the largest sink and source of the global carbon cycle and is disturbed by several natural, anthropogenic, and environmental factors. The global increase of atmospheric CO2 affects soil carbon cycling through varied biogeochemical processes. The first chapter is a compilation of current information on potential factors triggering soil acidification and weathering mechanisms under elevated CO2 and their consequences on soil inorganic carbon (SIC) pool and quality. Soil water content and precipitation were critical factors influencing elevated CO2 effects on the SIC pool. The second chapter examines a detailed column experiment in which six soils from the state of Mississippi, USA, representing acidic, neutral, and alkaline pH, were exposed to different CO2 enrichments (100%, 10%, and 1%) for 30 days. The leachates’ pH tended to attain an equilibrium state (neutral) with time under CO2 saturation. SIC increased under CO2 saturation, whereas cation exchange capacity (CEC) showed a decreasing pattern in all soils. In the third chapter, an eXplainable artificial intelligence (XAI) was performed to visualize the different forms of soil carbon variability across the Mississippi River Basin area. This model explains key insights and local discrepancies, suggesting a solution to the “Black-Box” issue. The best performing model, stack ensemble, showed improved RMSE (3 to 8%) and spatial variability for soil carbons than other ML models, especially after adding the residuals from regression analyses. Land cover type > soil pH > total nitrogen, > NDVI were identified as the top four crucial factors for predicting SOC when bulk density > precipitation, soil pH > mean annual temperature described SIC. The proposed automatic machine learning (AutoML) model with model agnostic interpolations might be a hallmark to mitigate the C loss under adverse climate change conditions and allow diverse knowledge groups to adopt a new interpretable ML algorithm more confidently. Findings from this study help predict the impact of elevated atmospheric CO2 on soil pH, acidification, and nutrient availability and develop strategies for sustainable land management practices under a changing climate.

No description available.