Geospatial big data handling theory and methods: A review and research challenges

S Li, S Dragicevic, FA Castro, M Sester, S Winter… - ISPRS journal of …, 2016 - Elsevier
Big data has now become a strong focus of global interest that is increasingly attracting the
attention of academia, industry, government and other organizations. Big data can be …

[PDF][PDF] The SLEUTH land use change model: A review

G Chaudhuri, K Clarke - Environmental Resources Research, 2013 - researchgate.net
Abstract1 SLEUTH is a cellular automata (CA) model that has been successfully applied
worldwide over the last 15 years to simulate land use change. The objective of this paper is …

[HTML][HTML] Urban growth prediction: a review of computational models and human perceptions

D Triantakonstantis, G Mountrakis - 2012 - scirp.org
Human population continues to aggregate in urban centers. This inevitably increases the
urban footprint with significant consequences for biodiversity, climate, and environmental …

A review of geospatial-based urban growth models and modelling initiatives

SI Musa, M Hashim, MNM Reba - Geocarto International, 2017 - Taylor & Francis
The way cities are evolving and expanding has been a challenging issue and several urban
growth models were proposed. Most of these models have common objectives but they differ …

cuFSDAF: An enhanced flexible spatiotemporal data fusion algorithm parallelized using graphics processing units

H Gao, X Zhu, Q Guan, X Yang, Y Yao… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Spatiotemporal data fusion is a cost-effective way to produce remote sensing images with
high spatial and temporal resolutions using multisource images. Using spectral unmixing …

Land suitability and urban growth modeling: Development of SLEUTH-Suitability

A Saxena, MK Jat - Computers, Environment and Urban Systems, 2020 - Elsevier
Land suitability is one of the important variables influencing urbanization and needs to be
considered in urban growth simulation and modeling. The present study is aimed to …

High performance genetic algorithm for land use planning

J Porta, J Parapar, R Doallo, FF Rivera, I Santé… - … , environment and urban …, 2013 - Elsevier
This study uses genetic algorithms to formulate and develop land use plans. The restrictions
to be imposed and the variables to be optimized are selected based on current local and …

Carbon dynamics in the northeastern qinghai–tibetan plateau from 1990 to 2030 using landsat land use/cover change data

J Li, J Gong, JM Guldmann, S Li, J Zhu - Remote Sensing, 2020 - mdpi.com
Land use/cover change (LUCC) has an important impact on the terrestrial carbon cycle. The
spatial distribution of regional carbon reserves can provide the scientific basis for the …

Monitoring the spatiotemporal change of Dongting Lake wetland by integrating Landsat and MODIS images, from 2001 to 2020

D Guo, W Shi, F Qian, S Wang, C Cai - Ecological Informatics, 2022 - Elsevier
Dongting Lake wetland provides critical ecological functions in the Yangtze River Basin,
however its landscape pattern has changed during the past 20 years due to both climate …

Modeling the effects of urban expansion on regional carbon storage by coupling SLEUTH‐3r model and InVEST model

R Lyu, L Mi, J Zhang, M Xu, J Li - Ecological Research, 2019 - Wiley Online Library
Modeling the impacts of urbanization on carbon storage has become a critical and hot topic
in the fields of mitigating global warming. This study coupled urban expansion and land use …