[HTML][HTML] Integrating strategic planning intentions into land-change simulations: Designing and assessing scenarios for Bucharest

S Bacău, D Domingo, G Palka, L Pellissier… - Sustainable Cities and …, 2022 - Elsevier
Urban regions worldwide revert to scenario-based simulations to understand and cope with
uncertain land-use changes and future land-use demands. Whereas scenarios account for a …

Urban land use land cover classification based on GF-6 satellite imagery and multi-feature optimization

X Wei, W Zhang, Z Zhang, H Huang… - Geocarto …, 2023 - Taylor & Francis
Urban land use/land cover (LULC) classification has long been a hotspot for remote sensing
applications. With high spatio-temporal resolution and multispectral, the recently launched …

Scenario modeling of ecosystem service trade-offs and bundles in a semi-arid valley basin

J Liu, X Pei, W Zhu, J Jiao - Science of The Total Environment, 2023 - Elsevier
Amidst the rapid urbanization process, substantial transformations have emerged within
ecosystem services, exerting profound ramifications on the sustainability of ecosystems …

Temporal-VCA: Simulating urban land use change using coupled temporal data and vector cellular automata

Y Yao, K Zhou, C Liu, Z Sun, D Chen, L Li, T Cheng… - Cities, 2024 - Elsevier
Vector cellular automata (VCA) are effective models for cadastral-scale land use change
modeling, leveraging fine spatial granularity information from cadastral plot data. The …

[HTML][HTML] Simulation of the Ecological Service Value and Ecological Compensation in Arid Area: A Case Study of Ecologically Vulnerable Oasis

J Liu, X Pei, W Zhu, J Jiao - Remote Sensing, 2023 - mdpi.com
In recent years, the delicate balance between economic development and ecological
environment protection in ecologically fragile arid areas has gradually become apparent …

HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation

X Guan, W Xing, J Li, H Wu - Computers, Environment and Urban Systems, 2023 - Elsevier
Since urban growth results from frequent spatial interaction between urban units, adequate
representation of spatial interaction is important for urban growth modeling. Among urban …

Modeling dynamic land use changes in the eastern portion of the hexi corridor, China by cnn-gru hybrid model

B Xiao, J Liu, J Jiao, Y Li, X Liu… - GIScience & Remote …, 2022 - Taylor & Francis
Deep learning models have been extensively employed to simulate dynamic Land Use
Changes (LUC) at the regional level. However, existing studies were found to be limited by …

[HTML][HTML] Simulation and prediction of land use/cover changes based on CLUE-S and CA-Markov Models: a case study of a typical pastoral area in Mongolia

C Sun, Y Bao, B Vandansambuu, Y Bao - Sustainability, 2022 - mdpi.com
Modeling and predicting land use/cover change (LUCC) and identifying its drivers have
been a focus of research over the past few decades. In order to solve the problem of land …

Spatio-temporal modeling of parcel-level land-use changes using machine learning methods

E Tepe, A Safikhani - Sustainable Cities and Society, 2023 - Elsevier
Spatio-temporal modeling of parcel-level land development dynamics is essential to
maintain sustainable urban growth. Modeling parcel-level urban development controlling …

Modeling the dynamics and walking accessibility of urban open spaces under various policy scenarios

X Liang, H Tian, X Li, JL Huang, KC Clarke… - Landscape and Urban …, 2021 - Elsevier
Open spaces (OSs) in urban areas play a vital role in providing space for habitat
conservation and recreation, improving the mental health of urbanites. OSs consist of …