Future land use land cover prediction with special emphasis on urbanization and wetlands

V Anand, B Oinam - Remote Sensing Letters, 2020 - Taylor & Francis
… Based on the analysis of various issues confronting Loktak Lake, the root cause problems
can be traced to the loss of vegetation cover in the catchment area. The degradation of the …

Evaluating the effects of rapid urbanization on the encroachment of the east Kolkata Wetland ecosystem: a remote sensing and hybrid machine learning approach

I Mondal, J Bandyopadhyay, SKA Hossain… - Environment …, 2024 - Springer
… to the increase in urban land use and land cover (LULC). A comparison of these four
approaches is also conducted to determine the most accurate prediction technique for this research …

[HTML][HTML] Prediction of wetland biodiversity pattern under the current land-use mode and wetland sustainable management in Sanjiang Plain, China

Y Qu, X Zeng, C Luo, H Zhang, H Ni - Ecological Indicators, 2023 - Elsevier
… Combining the advantages of the key indicators of wetland biodiversity simulation (wetland
of land use prediction, this study proposes a prediction framework for wetland biodiversity. …

Land use/land cover change modeling and the prediction of subsequent changes in ecosystem service values in a coastal area of China, the Su-Xi-Chang Region

E Yirsaw, W Wu, X Shi, H Temesgen, B Bekele - Sustainability, 2017 - mdpi.com
land use plan should be developed with an emphasis on controlling construction land
encroachment on farmland, wetlands… increase in construction land due to rapid urbanization and …

Modeling the impact of urban landscape change on urban wetlands using similarity weighted instance-based machine learning and Markov model

OA Zubair, W Ji, TE Weilert - Sustainability, 2017 - mdpi.com
wetland dynamics in relation to the urbanization process is the … while carrying out a forecast
of land use change for Kansas … of the predicted map may propagate into future prediction; …

[HTML][HTML] Development at the cost of unsustainable degradation of wetlands: Unraveling the dynamics (historic and future) of wetlands in the megacity Dhaka

HM Abdullah, M Mukti, MG Miah, MA Karim… - World Development …, 2024 - Elsevier
prediction, as respectively ∼74% and ∼90% of wetlands … , due to drastic urban development,
the total wetlands area in … land use types such as wetlands. This development scenario …

Monitoring and predicting regional land use and land cover changes in an estuarine landscape of India

P Bagaria, S Nandy, D Mitra, K Sivakumar - Environmental Monitoring and …, 2021 - Springer
… in the landscape and model future LULC prediction. We aim to … and 2015, and model an
LULC prediction for the year 2029. … Wetlands predicted to be reclaimed by built-up areas by …

Urbanization-Induced Land Use Dynamics and Its Impacts on Present and Future Urban Ecosystem Services in the Industrial Cities of India

S Sarkar, SK Mallick, H Manna, SK Roy - Earth Systems and Environment, 2024 - Springer
vegetation cover, which keeps it from becoming agricultural … ESV, particularly cultivation
land, water body, and vegetation, … , we predicted that it would decline in the future, accounting …

[HTML][HTML] Predictive Modelling of Land Cover Changes in the Greater Amanzule Peatlands Using Multi-Source Remote Sensing and Machine Learning Techniques

AO Amoakoh, P Aplin, P Rodríguez-Veiga, C Moses… - Remote Sensing, 2024 - mdpi.com
… from 2010 to 2020 and predict future scenarios up to 2040 using … comprised mangrove
swamp, mixed swamp, palm swamp, … About 27,091 ha of sparse vegetation cover transitioned to …

Spatiotemporal Analysis and Prediction of Urban Land Use/Land Cover Changes Using a Cellular Automata and Novel Patch-Generating Land Use Simulation Model …

AF Koko, Z Han, Y Wu, S Zhang, N Ding, J Luo - Land, 2023 - mdpi.com
… negative impacts of urbanization and rapid industrialization [… open lands, or bare soil with
no plantation or vegetation cover)… areas, such as forests and wetland areas, classified as water …