Soil erosion susceptibility mapping using ensemble machine learning models: A case study of upper Congo river sub-basin
Cimusa Kulimushi, Luc, Bigabwa Bashagaluke, Janvier, Prasad, Pankaj, Heri-Kazi, Aimé B., Lal Kushwaha, Nand, Masroor, Md, Choudhari, Pandurang, Elbeltagi, Ahmed, Sajjad, Haroon, Mohammed, Safwan
Published in Catena (Giessen) (01.03.2023)
Published in Catena (Giessen) (01.03.2023)
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Journal Article
Performance evaluation of machine learning algorithms to assess soil erosion in Mediterranean farmland: A case‐study in Syria
Mohammed, Safwan, Jouhra, Ali, Enaruvbe, Glory O., Bashir, Bashar, Barakat, Mona, Alsilibe, Firas, Cimusa Kulimushi, Luc, Alsalman, Abdullah, Szabó, Szilárd
Published in Land degradation & development (01.06.2023)
Published in Land degradation & development (01.06.2023)
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Journal Article
Novel Ensemble Machine Learning Modeling Approach for Groundwater Potential Mapping in Parbhani District of Maharashtra, India
Masroor, Md, Sajjad, Haroon, Kumar, Pankaj, Saha, Tamal Kanti, Rahaman, Md Hibjur, Choudhari, Pandurang, Kulimushi, Luc Cimusa, Pal, Swades, Saito, Osamu
Published in Water (Basel) (01.02.2023)
Published in Water (Basel) (01.02.2023)
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Journal Article
Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990-2019
Kulimushi, Luc Cimusa, Maniragaba, Abias, Choudhari, Pandurang, Elbeltagi, Ahmed, Uwemeye, Johnson, Rushema, Emmanuel, Singh, Sudhir Kumar
Published in Geomatics, natural hazards and risk (01.01.2021)
Published in Geomatics, natural hazards and risk (01.01.2021)
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Journal Article
GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo
Kulimushi, Luc Cimusa, Choudhari, Pandurang, Mubalama, Leonard K., Banswe, Gedeon T.
Published in Geomatics, natural hazards and risk (01.01.2021)
Published in Geomatics, natural hazards and risk (01.01.2021)
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Journal Article
Erosion risk assessment through prioritization of sub-watersheds in Nyabarongo river catchment, Rwanda
Kulimushi, Luc Cimusa, Choudhari, Pandurang, Maniragaba, Abias, Elbeltagi, Ahmed, Mugabowindekwe, Maurice, Rwanyiziri, Gaspard, Byizigiro, Rutazuyaza Vaillant, Pingale, Santosh Murlidhar, Singh, Sudhir Kumar
Published in Environmental challenges (Amsterdam, Netherlands) (01.12.2021)
Published in Environmental challenges (Amsterdam, Netherlands) (01.12.2021)
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Journal Article
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
Masroor, Md, Razavi-Termeh, Seyed Vahid, Rahaman, Md Hibjur, Choudhari, Pandurang, Kulimushi, Luc Cimusa, Sajjad, Haroon
Published in Stochastic environmental research and risk assessment (2023)
Published in Stochastic environmental research and risk assessment (2023)
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Journal Article
Multi-resource potentiality and multi-hazard susceptibility assessments of the central west coast of India applying machine learning and geospatial techniques
Prasad, Pankaj, Loveson, Victor Joseph, Mandal, Sourav, Chandra, Priyankar, Kulimushi, Luc Cimusa
Published in Environmental earth sciences (01.05.2023)
Published in Environmental earth sciences (01.05.2023)
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Journal Article
Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin
Sakaa, Bachir, Elbeltagi, Ahmed, Boudibi, Samir, Chaffaï, Hicham, Islam, Abu Reza Md. Towfiqul, Kulimushi, Luc Cimusa, Choudhari, Pandurang, Hani, Azzedine, Brouziyne, Youssef, Wong, Yong Jie
Published in Environmental science and pollution research international (01.07.2022)
Published in Environmental science and pollution research international (01.07.2022)
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Journal Article
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions
Elbeltagi, Ahmed, Kushwaha, Nand Lal, Rajput, Jitendra, Vishwakarma, Dinesh Kumar, Kulimushi, Luc Cimusa, Kumar, Manish, Zhang, Jingwen, Pande, Chaitanya B., Choudhari, Pandurang, Meshram, Sarita Gajbhiye, Pandey, Kusum, Sihag, Parveen, Kumar, Navsal, Abd-Elaty, Ismail
Published in Stochastic environmental research and risk assessment (01.10.2022)
Published in Stochastic environmental research and risk assessment (01.10.2022)
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Journal Article
Novel combination of analytical hierarchy process and weighted sum analysis for watersheds prioritization. A study of Ulindi catchment, Congo River Basin
Kulimushi, Luc Cimusa, Bashagaluke, Janvier Bigabwa, Choudhari, Pandurang, Masroor, Md, Sajjad, Haroon
Published in Geocarto international (13.12.2022)
Published in Geocarto international (13.12.2022)
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Journal Article
Identification of erosion-prone areas using morphometric parameters, land use land cover and multi-criteria decision-making method: geo-informatics approach
Haokip, Paolenmang, Khan, Md. Abdullah, Choudhari, Pandurang, Kulimushi, Luc Cimusa, Qaraev, Ibodullo
Published in Environment, development and sustainability (2022)
Published in Environment, development and sustainability (2022)
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Journal Article
Assessing the Influence of Land Use/Land Cover Alteration on Climate Variability: An Analysis in the Aurangabad District of Maharashtra State, India
Masroor, Md, Avtar, Ram, Sajjad, Haroon, Choudhari, Pandurang, Kulimushi, Luc Cimusa, Khedher, Khaled Mohamed, Komolafe, Akinola Adesuji, Yunus, Ali P., Sahu, Netrananda
Published in Sustainability (01.01.2022)
Published in Sustainability (01.01.2022)
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