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Environmental Science and Pollution Research, 2023
Identification and prediction of future land use and land cover (LULC) changes and their drivers are required for land resources management, formulation of better policy, practicing sustainable management strategies, and modeling future LULC. The present study has focused on the prediction of future LULC and assessment of local drivers of LULC change ...
Ahanthem Rebika Devi, Tuisem Shimrah
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Identification and prediction of future land use and land cover (LULC) changes and their drivers are required for land resources management, formulation of better policy, practicing sustainable management strategies, and modeling future LULC. The present study has focused on the prediction of future LULC and assessment of local drivers of LULC change ...
Ahanthem Rebika Devi, Tuisem Shimrah
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The LULC characterization and regional climate simulation
SPIE Proceedings, 2003With a new satellite database that characterizes the significant land use and land cover (LULC) variations induced by the Western Region Development Strategy and the corresponding ecological engineering in China, a regional climate model is used to simulate their impacts on regulating the structure of summer monsoon system in East Asia and the relevant
Hanjie Wang, Weilai Shi
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Machine Learning Approach to LULC Forecasting
2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)This study explores the prediction of changes in Land Use and Land Cover (LULC) over the period of 2000 to 2040 in a region of Algeria. The research combines remote sensing data and machine learning techniques. Landsat image classification is applied to assess LULC changes for the years 2000 to 2020. In addition, a novel approach is employed to account
Abdelkader Riche +4 more
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Towards combining Satellite Imagery and VGI for Urban LULC classification
2019 Joint Urban Remote Sensing Event (JURSE), 2019In this work we introduce and evaluate a deep learning model, mbCNN, that combines together satellite imagery and Volunteer Geographical Information (VGI) data to deal with different types of built-up surfaces. Differently from most of the previous works that only consider Urban/Non-Urban settings involving only one urban LULC class, here, we ...
Ienco, Dino, Ose, K., Weber, C.
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2017
Scale is one of the most interesting issues in land change science. Although much research has been done on this topic, our understanding of its effects on data and models is still sketchy. We therefore decided to investigate how cartographic scale and minimum mapping unit (MMU) influence modeling results, for which purpose we chose a heterogeneous ...
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Scale is one of the most interesting issues in land change science. Although much research has been done on this topic, our understanding of its effects on data and models is still sketchy. We therefore decided to investigate how cartographic scale and minimum mapping unit (MMU) influence modeling results, for which purpose we chose a heterogeneous ...
openaire +2 more sources
Environmental Monitoring and Assessment, 2017
The Maldives islands in recent decades have experienced dramatic land-use change. Uninhabited islands were turned into new resort islands; evergreen tropical forests were cut, to be replaced by fields and new built-up areas. All these changes happened without a proper monitoring and urban planning strategy from the Maldivian government due to the lack ...
Fallati, L +3 more
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The Maldives islands in recent decades have experienced dramatic land-use change. Uninhabited islands were turned into new resort islands; evergreen tropical forests were cut, to be replaced by fields and new built-up areas. All these changes happened without a proper monitoring and urban planning strategy from the Maldivian government due to the lack ...
Fallati, L +3 more
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Synergies from SAR-Optical Data Fusion for LULC Mapping
2014Nowadays Earth Observation (EO) systems play a major role in supporting environmental programs and monitoring compliances, such as the European Global Monitoring for Environment and Security (GMES – Copernicus) program. Copernicus aims on the provision of reliable and current information on our planet and its environmental state in three Earth system ...
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Optimization of African LULC Database for Sustainable Development
2022 IST-Africa Conference (IST-Africa), 2022Karel Charvat +13 more
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