Research graph
References from A hybrid agent-based framework for modeling land use and land cover change in the gidabo watershed, Ethiopia. Local targets link to admitted publications; unresolved targets remain external evidence.
Assessing impacts of land use and land cover (LULC) change on stream flow and runoff in Rur Basin, Germany
10.3390/su15129811 · 2023 · External reference
Impacts of land use/land cover dynamics on ecosystem services in Jimma rare district, Western Ethiopia
10.1080/27658511.2024.2436231 · 2025 · External reference
Land use and land cover change trends, drivers and its impacts on ecosystem services in burayu sub city, Ethiopia
10.3389/fenvs.2025.1557000 · 2025 · External reference
Land use and land cover change assessment and future predictions in the matenchose Watershed, Rift Valley basin, using CA-Markov simulation
10.3390/land11101632 · 2022 · External reference
Dynamic simulation of land use and land cover and its effect on carbon storage in the Nanjing metropolitan circle under different development scenarios
10.3389/fevo.2023.1102015 · 2023 · External reference
Modelling land use/land cover (LULC) change dynamics, future prospects, and its environmental impacts based on geospatial data models and remote sensing data
10.1007/s11356-022-24442-2 · 2022 · External reference
Dynamics of land use/cover change and its drivers during 1992–2022 in yayo coffee forest biosphere reserve, Southwestern Ethiopia
10.1080/27658511.2024.2374119 · 2024 · External reference
Land use and land cover change, and analysis of its drivers in Ojoje watershed, Southern Ethiopia
10.1016/j.heliyon.2022.e09267 · 2022 · External reference
Assessing the influence of land use/land cover dynamics and climate change on water resources in upper Blue Nile, Ethiopia
10.2166/wcc.2024.319 · 2024 · External reference
The nexus between land use, land cover dynamics, and soil erosion: a case study of the Temecha watershed, upper Blue Nile basin, Ethiopia
10.1007/s11356-022-22213-7 · 2023 · External reference
Effects of land use/land cover change on soil physicochemical properties and soil carbon stock in Kochore district, southern Ethiopia
10.1007/s12517-025-12181-w · 2025 · External reference
Smallholder farmers’ challenges and opportunities: implications for agricultural production, environment and food security
10.1016/j.jenvman.2024.122536 · 2024 · External reference
Decision-making factors influencing land use transformation and its implication on forest landscape restoration in Ethiopia
10.1080/1747423x.2024.2386989 · 2024 · External reference
Enabling geosimulations for global scale: spherical geographic automata
10.1111/tgis.13054 · 2023 · External reference
Classification of land use/land cover using artificial intelligence (ANN-RF)
10.3389/frai.2022.964279 · 2023 · External reference
Synergistic integration between machine learning and agent-based modeling: a multidisciplinary review
10.1109/tnnls.2021.3106777 · 2023 · External reference
Multicriteria risk evaluation model: utilizing fuzzy logic for improved transparency and quality of risk evaluation in healthcare
10.2147/rmhp.s490598 · 2025 · External reference
Smallholder coffee-based farmers’ perception and their adaptation strategies of climate change and variability in South-Eastern Ethiopia
10.1080/13504509.2023.2167241 · 2023 · External reference
A parallel approach to enhance the performance of supervised machine learning realized in a multicore environment
10.3390/make6030090 · 2024 · External reference
Evaluation of the impacts of land use and land cover changes on groundwater recharge in the Gidabo Watershed, Ethiopia
10.1002/wwp2.70011 · 2025 · External reference
Participatory and spatially explicit assessment to envision the future of land-use/land-cover change scenarios on selected ecosystem services in Southwestern Ghana
10.1007/s00267-024-01943-z · 2024 · External reference
Hydrological responses to human-induced land use/land cover changes in the Gidabo River basin, Ethiopia
10.1080/02626667.2021.1890328 · 2021 · External reference
Soil erosion responses to CMIP6 climate scenarios and land cover changes in the Gidabo Watershed, Ethiopia: implications for sustainable watershed management
10.1002/ldr.5546 · 2025 · External reference
Indicators of land, water, energy and food (LWEF) nexus resource drivers: a perspective on environmental degradation in the Gidabo watershed, Southern Ethiopia
10.3390/ijerph18105181 · 2021 · External reference
Impacts of land use land cover change in Gidabo sub-basin: the case of Ethiopia Rift Valley lake basin. (461)
External reference
Land use land cover change modeling by integrating artificial neural network with cellular automata-Markov chain model in Gidabo river basin, main Ethiopian rift
10.1016/j.envc.2021.100419 · 2022 · External reference
Assessing the water-resources potential and soil erosion hotspot areas for sustainable land management in the Gidabo Watershed, Rift Valley lake basin of Ethiopia
10.3390/su14095262 · 2022 · External reference
Flood hazard analysis and risk assessment using remote sensing, GIS, and AHP techniques: a case study of the Gidabo watershed, main Ethiopian rift, Ethiopia
10.1080/19475705.2024.2361813 · 2024 · External reference
Indicators of global climate change 2022: annual update of large-scale indicators of the state of the climate system and the human influence
10.5194/essd-15-2295-2023 · 2023 · External reference
Land use changes and their perception in the hinterland of Barranquilla, Colombian Caribbean
10.3390/su11236729 · 2019 · External reference
Local perception of drivers of land-use and land-cover change dynamics across Dedza District, Central Malawi Region
10.3390/su11030832 · 2019 · External reference
Analysis of four decades of land use and land cover change in semiarid Tunisia using Google earth engine
10.3390/rs15133257 · 2023 · External reference
U.S. Farmland under threat of urbanization: future development scenarios to 2040
10.3390/land12030574 · 2023 · External reference
Untangling the integral impact of land use change, economic, ecological and social factors on the development of Burabay district (Kazakhstan) during the period 1999–2021
10.3390/su15097548 · 2023 · External reference
Two decades of land-use dynamics in an urbanizing tropical watershed: understanding the patterns and drivers
10.3390/ijgi12030092 · 2023 · External reference
Predictive scenarios of LULC changes supporting public policies: the case of Chapecó River ecological corridor, Santa catarina/Brazil
10.3390/land12010181 · 2023 · External reference
Assessing the accuracy of land use classification using multi-spectral camera from LAPAN-A3, Landsat-8 and Sentinel-2 Satellite: a case study in Probolinggo-East Java
10.18517/ijaseit.13.5.18570 · 2023 · External reference
Integrated usage of historical geospatial data and modern satellite images reveal long-term land use/cover changes in Bursa/Turkey, 1858–2020
10.1038/s41598-022-11396-1 · 2022 · External reference
An agent-based model to support community forest management and non-timber forest product harvesting in northern Thailand
10.18174/sesmo.2021a17894 · 2021 · External reference
Planning to ‘hear the farmer’s voice’: an agent-based modelling approach to agricultural land use planning
10.1007/s12061-023-09538-7 · 2024 · External reference
Developments in land use and land cover classification techniques in remote sensing: a review
10.4236/jgis.2022.141001 · 2022 · External reference
An Integrated CA–Markov modeling framework for forecasting land use and land cover dynamics in Arkansas, USA
10.3390/geomatics5040062 · 2025 · External reference
Land use and land cover change detection and prediction in the cross-Sanaga-Bioko coastal forest for sustainable forest management
10.1080/19376812.2025.2559709 · 2025 · External reference
Four-century history of land transformation by humans in the United States (1630–2020): annual and 1 km grid data for the history of LAND changes (HISLAND-US)
10.5194/essd-15-1005-2023 · 2023 · External reference
Simulating urban land use and cover dynamics using cellular automata and Markov chain approach in Addis Ababa and the surrounding
10.1016/j.uclim.2019.100545 · 2020 · External reference
Improving land-use change modeling by integrating ANN with cellular automata-Markov chain model
10.1016/j.heliyon.2020.e05092 · 2020 · External reference
Land use land cover simulations using integrated CA-Markov model in the Tawi basin of Jammu and Kashmir India
10.1016/j.geogeo.2024.100268 · 2024 · External reference
Spatiotemporal trends of urban-induced land use and land cover change and implications on catchment surface imperviousness
10.1007/s13201-023-02029-7 · 2023 · External reference
Urban sprawl at the expense of cultivated land: decadal land use and land cover changes and future projections in the upper Awash basin of central Ethiopia
10.3389/fevo.2023.1160987 · 2023 · External reference
Dynamics of land use/land cover considering ecosystem services for a dense-population watershed based on a hybrid dual-subject agent and cellular automaton modeling approach
10.1016/j.eng.2023.10.015 · 2024 · External reference
Predicting Land use and land cover spatiotemporal changes utilizing CA-Markov model in Duhok district between 1999 and 2033
10.25007/ajnu.v9n4a892 · 2020 · External reference
Cellular automata-based artificial neural network model for assessing past, present, and future land use/land cover dynamics
10.3390/agronomy12112772 · 2022 · External reference
Land use and land cover change monitoring and prediction of a UNESCO world heritage site: kaziranga eco-sensitive zone using cellular automata-Markov model
10.3390/land12010151 · 2023 · External reference
Probabilistic cellular automata modelling and simulation of land-use changes in Okomu National Park
10.4314/njbas.v30i1.6 · 2022 · External reference
Spatiotemporal land use/land cover mapping and prediction based on hybrid modeling approach: a case study of Kano Metropolis, Nigeria (2020–2050)
10.3390/rs14236083 · 2022 · External reference
Predicting changes in land use and land cover using remote sensing and land change modeler
10.3389/fenvs.2025.1540140 · 2025 · External reference
Evaluating the impact of land use and land cover changes on forest ecosystem service values using landsat dataset in the Atwima Nwabiagya North, Ghana
10.1016/j.heliyon.2023.e21736 · 2023 · External reference
Geospatial analysis of urban expansion using remote sensing methods and data: a case study of Yangtze River Delta, China
10.1155/2020/3239471 · 2020 · External reference
Remote sensing and multivariate logistic regression model for the estimation of urban expansion (case of Darkhan City, Mongolia)
10.5194/isprs-archives-xliii-b3-2020-721-2020 · 2020 · External reference
Integrating geographical information systems, remote sensing, and machine learning techniques to monitor urban expansion: an application to Luanda, Angola
10.1080/10095020.2022.2066574 · 2023 · External reference
Application of GIS and AHP for land use suitability analysis: case of Demirci district (Turkey)
10.1057/s41599-023-01609-x · 2023 · External reference
High-mountain landscape classification to analyze patterns of land use and potential natural vegetation
10.3390/land11071085 · 2022 · External reference
Urban expansion simulated by integrated cellular automata and agent-based models; an example of Tallinn, Estonia
10.3390/urbansci5040085 · 2021 · External reference
Forecasting urban land use change based on cellular automata and the PLUS Model
10.3390/land11050652 · 2022 · External reference
cellular automata (CA) contiguity filters impacts on ca Markov modeling of land use land cover change predictions results
10.5194/isprs-archives-xliii-b3-2020-1585-2020 · 2020 · External reference
An improved future land-use simulation model with dynamically nested ecological spatial constraints
10.3390/rs15112921 · 2023 · External reference
Land use multifunctions in metropolis fringe: spatiotemporal identification and trade-off analysis
10.3390/land12010087 · 2022 · External reference
Influencing factors analysis and optimization of land use allocation: combining MAS with MOPSO procedure
10.3390/su15021401 · 2023 · External reference
Analysis of land use/ land cover changes and landscape fragmentation in the Baro-Akobo Basin, Southwestern Ethiopia
10.1016/j.heliyon.2024.e28378 · 2024 · External reference
An analysis of land use and land cover changes, and implications for conservation in Mukumbura (Ward 2), Mt Darwin, Zimbabwe, 2002–2022
10.4236/oje.2024.149041 · 2024 · External reference
10.3990/1.9789036554329
10.3990/1.9789036554329 · 2022 · External reference
Sustainable spatial planning based on ecosystem services, green infrastructure and nature-based solutions
10.3390/su16062591 · 2024 · External reference
Agents on a landscape: simulating spatial and temporal interactions in economic and ecological systems
10.3389/fevo.2022.845435 · 2022 · External reference
AgriLOVE: agriculture, land-use and technical change in an evolutionary, agent-based model
10.1016/j.ecolecon.2023.107756 · External reference
The effect of financial crises on deforestation: a global and regional panel data analysis
10.1007/s11625-021-01086-8 · 2022 · External reference
Agent-based integrated assessment models: alternative foundations to the environment-energy-economics nexus
10.2139/ssrn.4399363 · 2023 · External reference
Using ABM to study the potential of land use change for mitigation of food deserts
10.3390/su14159715 · 2022 · External reference
Reducing environmental impacts through socioeconomic transitions: critical review and prospects
10.1007/s11783-023-1624-1 · 2023 · External reference
A multi-scenario simulation and optimization of land use with a Markov–FLUS coupling model: a case study in Xiong’an New Area, China
10.3390/su14042425 · 2022 · External reference
Spatiotemporal characteristics and optimization strategies of land use and land resource carrying capacity in the three gorges reservoir region (1986–2020)
10.1371/journal.pone.0330461 · 2025 · External reference
Integrated modeling of land degradation dynamics and insights on the possible future management alternatives in the Gidabo river basin, Ethiopian Rift Valley
10.3390/land12091809 · 2023 · External reference
Land use change and climate dynamics in the Rift Valley Lake Basin, Ethiopia
10.1007/s10661-022-10393-1 · 2022 · External reference
Prediction of future land use/land cover changes using a coupled CA-ANN model in the Upper Omo–Gibe River Basin, Ethiopia
10.3390/rs15041148 · 2023 · External reference
Analysis of spatiotemporal dynamics of land use/cover changes in Jubek State, South Sudan
10.3390/su141710753 · 2022 · External reference
PLUS-model based multi-scenario land space simulation of the lower yellow river region and its ecological effects
10.3390/su14116942 · 2022 · External reference
Integrated spatial simulation of population and urban land use: a pan-European model validation
10.1007/s12061-023-09518-x · 2023 · External reference
Large scale reforestation of farmlands on sloping hills in South China karst
10.1007/s10980-020-01026-4 · 2020 · External reference
Understanding hydrological processes under land use land cover change in the Upper Genale River Basin, Ethiopia
10.3390/w14233881 · 2022 · External reference
The trend and magnitude of land use and land cover change and their driving forces in Lake Tana Basin, Upper Blue Nile, Northwest Ethiopia
10.62049/jkncu.v5i2.302 · 2025 · External reference
Recent land cover changes on the Tibetan Plateau: a review
10.1007/s10584-009-9556-8 · 2009 · External reference
Modeling and assessing land-use and hydrological processes to future land-use and climate change scenarios in watershed land-use planning
10.1007/s00254-007-0677-y · 2007 · External reference