Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin

Bachir Sakaa, Ahmed Elbeltagi, Samir Boudibi, +7

Environmental Science and Pollution Research

Environmental MonitoringEngineeringWater ResourcesData ScienceWater Quality Index +9

Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions

Ahmed Elbeltagi, Nand Lal Kushwaha, Jitendra Rajput, +11

Stochastic Environmental Research and Risk Assessment

Meta-heuristic AlgorithmsMeteorologyPrecision AgricultureEngineeringNumerical Weather Prediction +10

GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo

Luc Cimusa Kulimushi, Pandurang Choudhari, Léonard Mubalama, +1

Geomatics Natural Hazards and Risk

EngineeringGeographical Information SystemGeomorphologyLand UseForestry +24

Soil erosion susceptibility mapping using ensemble machine learning models: A case study of upper Congo river sub-basin

Luc Cimusa Kulimushi, Janvier Bashagaluke, Pankaj Prasad, +7

CATENA

Environmental MonitoringEngineeringErosion PredictionGeomorphologySoil Classification +11

Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990–2019

Luc Cimusa Kulimushi, Abias Maniragaba, Pandurang Choudhari, +4

Geomatics Natural Hazards and Risk

EngineeringGeomorphologyLand UseSoil ConservationLand Degradation +17

Erosion risk assessment through prioritization of sub-watersheds in Nyabarongo river catchment, Rwanda

Luc Cimusa Kulimushi, Pandurang Choudhari, Abias Maniragaba, +6

Environmental Challenges

Environmental MonitoringEngineeringGeomorphologyLand UseEnvironmental Impact Assessment +17

Novel Ensemble Machine Learning Modeling Approach for Groundwater Potential Mapping in Parbhani District of Maharashtra, India

Md Masroor, Haroon Sajjad, Pankaj Kumar, +6

Water

HydrogeologyEngineeringData ScienceWater ResourcesGroundwater Potential Mapping +13

Adaptive neuro fuzzy inference system (ANFIS) machine learning algorithm for assessing environmental and socio-economic vulnerability to drought: a study in Godavari middle sub-basin, India

Md Masroor, Seyed Vahid Razavi-Termeh, Md Hibjur Rahaman, +3

Stochastic Environmental Research and Risk Assessment

Environmental MonitoringEngineeringWater ResourcesDroughtGodavari Middle Sub-basin +9

Identification of erosion-prone areas using morphometric parameters, land use land cover and multi-criteria decision-making method: geo-informatics approach

Paolenmang Haokip, Md. Abdullah Khan, Pandurang Choudhari, +2

Environment Development and Sustainability

Morphometric ParametersEngineeringGeo-informatics ApproachErosion PredictionGeomorphology +12

Assessing the Influence of Land Use/Land Cover Alteration on Climate Variability: An Analysis in the Aurangabad District of Maharashtra State, India

Md Masroor, Ram Avtar, Haroon Sajjad, +6

Sustainability

EngineeringLand UseUrban Climate ImpactAgricultural EconomicsLand Cover +26