Advancing Land Change Modeling: Opportunities and Research Requirements

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Unknown venue

• Publication date

  Unknown publication date

• Fields of study

  Geography, Environmental Science

• Identifiers

  No identifiers available.

• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• No references are available for this paper.

• Predictive modeling of urbanization in Oran, Algeria: a spatial analysis of driving factors and land cover change using land change modeler and logistic regression

  2026cites this paper
• Assessing the influence of urbanization on the historic city of Paithan, India: a case study focusing on the urban core

  2025cites this paper
• Visualizing Land Cover and Land-Cover Change: A Review of Existing Methods and Remaining Challenges

  2025cites this paper
• Can regionalization enhance the performance of land-use change models in rapidly urbanizing areas?

  2024influential citation
• Performance of CA_Markov and DINAMICA EGO models to evaluate urban risk in Antofagasta and Mejillones, Chile

  2024cites this paper
• Characterizing urban flooding in the Kathmandu Valley, Nepal: the influence of urbanization and river encroachment

  2024cites this paper
• An agent-based model of agricultural land expansion in the mountain forest of Timor Island, Indonesia

  2024cites this paper
• Learning from conceptual models – a study of the emergence of cooperation towards resource protection in a social–ecological system

  2024cites this paper
• How Plans Prepare for Future Uncertainty: Integrating Land Change Modeling and the Plan Integration for Resilience Scorecard™

  2024cites this paper
• A Comprehensive Review on Land Use/Land Cover (LULC) Change Modeling for Urban Development: Current Status and Future Prospects

  2023cites this paper
• Single-family housing inventory projection method for natural hazard risk modeling applications

  2023cites this paper
• Assessing the status and spatial-temporal dynamics of the Bamenda Mountains (BM), North West region of Cameroon

  2023cites this paper
• Prediction of spatio-temporal (2030 and 2050) land-use and land-cover changes in Koch Bihar urban agglomeration (West Bengal), India, using artificial neural network-based Markov chain model

  2023cites this paper
• The Chesapeake Bay Land Change Model: Simulating future land use scenarios and potential impacts on water quality

  2023cites this paper
• Modeling Urban Growth and the Impacts of Climate Change: The Case of Esmeraldas City, Ecuador

  2022cites this paper
• Factors Contributing to Forest Degradation in the Mountainous Tropical Forest: A Case Study of the Mutis-Timau Forest Complex, Indonesia

  2022cites this paper
• Remote Sensing of Land Change: A Multifaceted Perspective

  2022cites this paper
• Modelling spatiotemporal trends of land use land cover dynamics in the Abbay River Basin, Ethiopia

  2022cites this paper
• Transportation in urban land change models: a systematic review and future directions

  2022influential citation
• Historical and future dynamics of land use land cover and its drivers in Ajora‐Woybo watershed, Omo‐Gibe basin, Ethiopia

  2022cites this paper
• Re-considering the status quo: Improving calibration of land use change models through validation of transition potential predictions

  2022cites this paper
• Updating and backdating analyses for mitigating uncertainties in land change modeling: a case study of the Ci Kapundung upper water catchment area, Java Island, Indonesia

  2022influential citation
• Biocircularity: a Framework to Define Sustainable, Circular Bioeconomy

  2022cites this paper
• Sensitivity of a standard Land Use Cover change cellular automata model to resample input Land Use Cover maps

  2021cites this paper
• Historical Changes and Future Trajectories of Deforestation in the Ituri-Epulu-Aru landscape (Democratic Republic of Congo)

  2021cites this paper
• Spatial and transient modelling of land use/land cover (LULC) dynamics in a Sahelian landscape under semi-arid climate in northern Burkina Faso

  2021cites this paper
• Post-liberal urban dynamics in India – The case of Gurugram, the ‘Millennium City’

  2021cites this paper
• Challenges, tasks, and opportunities in modeling agent-based complex systems

  2021cites this paper
• Using Shapley additive explanations to interpret extreme gradient boosting predictions of grassland degradation in Xilingol, China

  2021cites this paper
• Examining Land Use/Land Cover Change and Its Prediction Based on a Multilayer Perceptron Markov Approach in the Luki Biosphere Reserve, Democratic Republic of Congo

  2021cites this paper
• Predicting land use/cover changes and its association to agricultural production on the slopes of Mount Kilimanjaro, Tanzania

  2021cites this paper
• Prediction of Land Use and Land Cover Changes in Mumbai City, India, Using Remote Sensing Data and a Multilayer Perceptron Neural Network-Based Markov Chain Model

  2021cites this paper
• Data, time, change and land-system dynamics

  2021cites this paper
• Linking model design and application for transdisciplinary approaches in social-ecological systems

  2021cites this paper
• A 1 km global cropland dataset from 10000 BCE to 2100 CE

  2021cites this paper
• Validating models of one-way land change: an example case of forest insect disturbance

  2021cites this paper
• Stimulating Implementation of Sustainable Development Goals and Conservation Action: Predicting Future Land Use/Cover Change in Virunga National Park, Congo

  2020cites this paper
• Mapping global urban land for the 21st century with data-driven simulations and Shared Socioeconomic Pathways

  2020cites this paper
• Systematic Review of Dietary Patterns and Sustainability in the United States

  2020cites this paper
• Editorial: Meeting Grand Challenges in Agent-Based Models

  2020influential citation
• Agent-Based Land Change Modeling of a Large Watershed: Space-Time Locations of Critical Threshold

  2020cites this paper
• Bio-inspired natural sunlight-pumped lasers

  2020cites this paper
• Modeling Land Use and Land Cover Change: Using a Hindcast to Estimate Economic Parameters in gcamland v2.0

  2020cites this paper
• Agent-based model of land system: Theory, application and modelling framework

  2020cites this paper
• Code Reusability and Transparency of Agent-Based Modeling: A Review from a Cyberinfrastructure Perspective

  2020cites this paper
• A Regression-Based Procedure for Markov Transition Probability Estimation in Land Change Modeling

  2020cites this paper
• Using SHAP to interpret XGBoost predictions of grassland degradation in Xilingol, China

  2020cites this paper
• Monitoring land use changes and its future prospects using cellular automata simulation and artificial neural network for Ahmedabad city, India

  2020cites this paper
• A Review of Driving Factors, Scenarios, and Topics in Urban Land Change Models.

  2020cites this paper
• IDENTIFYING LAND USE AND LAND COVER (LULC) CHANGE FROM 2000 TO 2025 DRIVEN BY TOURISM GROWTH: A STUDY CASE IN BALI

  2020cites this paper
• Environmental Scenario Analysis on Natural and Social-Ecological Systems: A Review of Methods, Approaches and Applications

  2020cites this paper
• Integrating Prediction and Performance Models into Scenario-based Resilient Community Design.

  2020cites this paper
• High Performance Computing for Geospatial Applications

  2020influential citation
• Using SHAP to interpret XGBoost predictions of grassland 1 degradation in Xilingol, China

  2020influential citation
• Bio-inspired sunlight-pumped lasers

  2020cites this paper
• Simulation of future forest and land use/cover changes (2019–2039) using the cellular automata-Markov model

  2020cites this paper
• Future Simulation of Land Use Changes in Rapidly Urbanizing South China Based on Land Change Modeler and Remote Sensing Data

  2020cites this paper
• Analysis and Projection of Land-Use/Land-Cover Dynamics through Scenario-Based Simulations Using the CA-Markov Model: A Case Study in Guanting Reservoir Basin, China

  2020cites this paper
• Advancing scenario planning through integrating urban growth prediction with future flood risk models

  2020influential citation
• Mapping global urban land for the 21st century with data-driven simulations and Shared Socioeconomic Pathways

  2020cites this paper
• Projected land-use changes in the Shared Socioeconomic Pathways: Insights and implications

  2020cites this paper
• Spatially explicit simulation of land use/land cover changes: Current coverage and future prospects

  2019influential citation
• Stochastic, Empirically Informed Model of Landscape Dynamics and Its Application to Deforestation Scenarios

  2019cites this paper
• Considering spatiotemporal processes in big data analysis: Insights from remote sensing of land cover and land use

  2019cites this paper
• Exploring deep learning methods for analyzing land use change

  2019cites this paper
• Simulating spatiotemporal changes in land-use functions in Guyuan, China, using an agent-based model dependent on multi-level stakeholder participation

  2019cites this paper
• A review of approaches to land use changes modeling

  2019cites this paper
• Integrating Temporal Evolution with Cellular Automata for Simulating Land Cover Change

  2019cites this paper
• Climate Change Preparedness: Comparing Future Urban Growth and Flood Risk in Amsterdam and Houston.

  2019cites this paper
• Uncertainty Challenge in Geospatial Analysis: An Approximation from the Land Use Cover Change Modelling Perspective

  2019cites this paper
• Intensity Analysis and the Figure of Merit’s components for assessment of a Cellular Automata – Markov simulation model

  2019cites this paper
• Reassessment of Land Use and Land Cover of Thrace Peninsula According to Corine Land Classification System

  2019cites this paper
• Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador

  2019cites this paper
• Karst landscapes of China: patterns, ecosystem processes and services

  2019cites this paper
• Assessment of causes and future deforestation in the mountainous tropical forest of Timor Island, Indonesia

  2019cites this paper
• Impacts of future climate and landuse changes on surface-groundwater balance in Usangu catchment

  2019cites this paper
• Prediction of land use/cover change in the Bharathapuzha river basin, India using geospatial techniques

  2019cites this paper
• Scenario-based land abandonment projections: Method, application and implications.

  2019cites this paper
• Quantification and mapping of the spatial landscape pattern and its planning and management implications a case study in Addis Ababa and the surrounding area, Ethiopia

  2019cites this paper
• Modeling landowner interactions and development patterns at the urban fringe

  2019cites this paper
• Future Prospects of Land Cover Change in Hungary: Modelling and Forecasts

  2019cites this paper
• Using word embeddings to generate data-driven human agent decision-making from natural language

  2019cites this paper
• Impact of land use/cover changes on lake ecosystem of Ethiopia central rift valley

  2019influential citation
• Climate change will both exacerbate and attenuate urbanization impacts on streamflow regimes in southern Willamette Valley, Oregon

  2019cites this paper
• A weighted normalized likelihood procedure for empirical land change modeling

  2019cites this paper
• Exploring zoning scenario impacts upon urban growth simulations using a dynamic spatial model

  2018cites this paper
• Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta

  2018cites this paper
• The role of subjective risk perceptions in shaping coastal development dynamics

  2018cites this paper
• A Time Monte Carlo method for addressing uncertainty in land-use change models

  2018cites this paper
• Designing a benchmark for the performance evaluation of agent-based simulation applications on HPC

  2018cites this paper
• The Simulation Stage in LUCC Modeling

  2018cites this paper
• Landscape and Urban Planning

  2018cites this paper
• Simulating Sustainable Urban Development by Incorporating Social-ecological Risks into a Constrained CA Model

  2018cites this paper
• Projecting future land use/land cover by integrating drivers and plan prescriptions: the case for watershed applications

  2018cites this paper
• ‘Can You Fix It?’ Using Variance-Based Sensitivity Analysis to Reduce the Input Space of an Agent-Based Model of Land Use Change

  2018cites this paper
• Geomatic Approaches for Modeling Land Change Scenarios. An Introduction

  2018cites this paper
• Obtaining and Comparing Factors in Land Change Models Using One or Two Time Points Based Calibration

  2018cites this paper
• Geospatial modelling of urban growth for sustainable development in the Niger Delta Region, Nigeria

  2018cites this paper
• Lessons and challenges in land change modeling derived from synthesis of cross-case comparisons.

  2018cites this paper
• Middle-range theories of land system change

  2018cites this paper