Optimization modelling to establish false measures implemented with ex-situ plant species to control gully erosion in a monsoon-dominated region with novel in-situ measurements

Agency shifts in agricultural land governance and their implications for land degradation neutrality

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Assessing the Importance of Static and Dynamic Causative Factors on Erosion Potentiality Using SWAT, EBF with Uncertainty and Plausibility, Logistic Regression and Novel Ensemble Model in a Sub-tropical Environment

(2020) Rabin Chakrabortty et al.   Journal of the Indian Society of Remote Sensing

Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning

(2020) Jie Dou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment

(2020) Alireza Arabameri et al.   Remote Sensing

Soil erosion potential hotspot zone identification using machine learning and statistical approaches in eastern India

(2020) Rabin Chakrabortty et al.   NATURAL HAZARDS

Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India

(2020) Indrajit Chowdhuri et al.   Environmental Earth Sciences

Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility

(2020) Alireza Arabameri et al.   Remote Sensing

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Simulating the impact of climate change on soil erosion in sub-tropical monsoon dominated watershed based on RUSLE, SCS runoff and MIROC5 climatic model

(2019) Subodh Chandra Pal et al.   ADVANCES IN SPACE RESEARCH

Land Degradation Neutrality - Potentials for its operationalisation at multi-levels in Nigeria

(2019) Chinwe Ifejika Speranza et al.   ENVIRONMENTAL SCIENCE & POLICY

Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms

(2019) Mahdis Amiri et al.   GEODERMA

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

(2019) Dieu Tien Bui et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Novel Performance Assessment Approach using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

(2019) Sevgen et al.   SENSORS

Assessment of vegetation status of Sali River basin, a tributary of Damodar River in Bankura District, West Bengal, using satellite data

(2019) Sadhan Malik et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Soil as a Basis to Create Enabling Conditions for Transitions Towards Sustainable Land Management as a Key to Achieve the SDGs by 2030

(2019) Visser et al.   Sustainability

Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modelling

(2019) Alireza Arabameri et al.   CATENA

Comparison of machine learning models for gully erosion susceptibility mapping

(2019) Alireza Arabameri et al.   Geoscience Frontiers

Pedogenic iron oxides in soils of the Acre State, Brazil

(2018) Alberto Vasconcellos Inda et al.   CIENCIA RURAL

Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function-logistic regression algorithm

(2018) Alireza Arabameri et al.   LAND DEGRADATION & DEVELOPMENT

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

(2018) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion

(2017) Omid Rahmati et al.   GEOMORPHOLOGY

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

(2017) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

(2017) Jeong-Cheol Kim et al.   Geocarto International

Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem

(2016) Ren-Min Yang et al.   ECOLOGICAL INDICATORS

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Ecogeography-based optimization: Enhancing biogeography-based optimization with ecogeographic barriers and differentiations

(2014) Yu-Jun Zheng et al.   COMPUTERS & OPERATIONS RESEARCH

Assessment of regions priority for implementation of solar projects in Iran: New application of a hybrid multi-criteria decision making approach

(2014) Majid Vafaeipour et al.   ENERGY CONVERSION AND MANAGEMENT

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping

(2013) Omar F. Althuwaynee et al.   CATENA

Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

Fertile ground? Options for a science–policy platform for land

(2012) R.J. Thomas et al.   ENVIRONMENTAL SCIENCE & POLICY

Channelling science into policy: Enabling best practices from research on land degradation and sustainable land management in dryland Africa

(2012) Lindsay C. Stringer et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Spatial multi-objective land use optimization: extensions to the non-dominated sorting genetic algorithm-II

(2011) Kai Cao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)

(2010) Massimo Conforti et al.   NATURAL HAZARDS

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Effects of land-use change on some properties of tropical soils — An example from Southeast Mexico

(2009) V. Geissen et al.   GEODERMA

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY