Land Use Change in the Cross-Boundary Regions of a Metropolitan Area: A Case Study of Tongzhou-Wuqing-Langfang DOI Creative Commons
Linlin Dai, Zixin Zhan,

Yeshuo Shu

et al.

Land, Journal Year: 2022, Volume and Issue: 11(2), P. 153 - 153

Published: Jan. 19, 2022

Since the 1980s, metropolitan areas have increased worldwide due to urbanization and regionalization. While spatial integration of labor housing markets has benefitted development cities within areas, they also brought great challenges for land governance; this is particularly evident in cross-boundary regions complex relations between regulations governments at different levels. Extensive research been conducted on city-level analysis socioeconomic integration, use development, urban governance areas; yet, it insufficient understanding intricate interplay various forces such regions. This study aims reveal dynamics change from 1990–2020 its driving recent decade Tongzhou-Wuqing-Langfang (TWL) region—a typical area Beijing, Tianjin, Hebei Metropolitan Area—using Landsat imagery. We employed land-use dynamic degree, kernel density analysis, principal component multiple linear regression explore spatiotemporal patterns factors district/county level. The results show that general changes cultivated forest rural construction across region. speed trend varies considerably over time as policies each local government change. population growth tertiary secondary industry are main whole TWL region, while rate fixed asset investment impacts suggest expanding region urgently required.

Language: Английский

Assessment of Temporal Dynamics of Land Use and Landscape Fragmentation in the Wardha River Sub-Basin and their Potential Implications for Ecological Connectivity and Habitat Quality DOI
Neha K. M. Nasim, Asheesh Sharma, Mandeep Poonia

et al.

Journal of the Indian Society of Remote Sensing, Journal Year: 2025, Volume and Issue: unknown

Published: March 1, 2025

Language: Английский

Citations

0
Balancing Urban Growth and Environmental Change: Land Use Patterns in Tehran and Sydney DOI Creative Commons
Alireza Dehghani, Alì Soltani,

Kobra Nateghi

et al.

Environmental and Sustainability Indicators, Journal Year: 2025, Volume and Issue: unknown, P. 100691 - 100691

Published: April 1, 2025

Language: Английский

Citations

0
Multiple scenarios-based on a hybrid economy–environment–ecology model for land-use structural and spatial optimization under uncertainty: a case study in Wuhan, China DOI
Yuxiang Ma, Mengcheng Wang, Min Zhou

et al.

Stochastic Environmental Research and Risk Assessment, Journal Year: 2022, Volume and Issue: 36(9), P. 2883 - 2906

Published: Jan. 27, 2022

Language: Английский

Citations

15
Robust Haze and Thin Cloud Removal via Conditional Variational Autoencoders DOI

Haidong Ding,

Fengying Xie, Linwei Qiu

et al.

IEEE Transactions on Geoscience and Remote Sensing, Journal Year: 2024, Volume and Issue: 62, P. 1 - 16

Published: Jan. 1, 2024

Existing methods for remote sensing image dehazing and thin cloud removal treat this restoration task as a clear pixel estimation problem, yielding single prediction result through deterministic pipeline. However, is highly ill-posed the sharp value corresponding to input cannot be uniquely determined solely from degraded image. In paper, we present novel algorithm haze using Conditional Variational Autoencoders (CVAE) generate multiple realistic restored images each input. By sampling latent space capture diversity, proposed method mitigates limitations arising inaccuracies in estimation. uncertainty pipeline, can more accurate based on these predictions. Furthermore, have developed Dynamic Fusion Network (DFN) combining plausible outcomes obtain result. DFN dynamically predicts kernels used generation conditioned inputs, improving thanks its adaptive nature. Quantitative qualitative experiments demonstrate that outperforms existing state-of-the-art techniques by significant margin benchmarks.

Language: Английский

Citations

3
Land Use Change in the Cross-Boundary Regions of a Metropolitan Area: A Case Study of Tongzhou-Wuqing-Langfang DOI Creative Commons
Linlin Dai, Zixin Zhan,

Yeshuo Shu

et al.

Land, Journal Year: 2022, Volume and Issue: 11(2), P. 153 - 153

Published: Jan. 19, 2022

Since the 1980s, metropolitan areas have increased worldwide due to urbanization and regionalization. While spatial integration of labor housing markets has benefitted development cities within areas, they also brought great challenges for land governance; this is particularly evident in cross-boundary regions complex relations between regulations governments at different levels. Extensive research been conducted on city-level analysis socioeconomic integration, use development, urban governance areas; yet, it insufficient understanding intricate interplay various forces such regions. This study aims reveal dynamics change from 1990–2020 its driving recent decade Tongzhou-Wuqing-Langfang (TWL) region—a typical area Beijing, Tianjin, Hebei Metropolitan Area—using Landsat imagery. We employed land-use dynamic degree, kernel density analysis, principal component multiple linear regression explore spatiotemporal patterns factors district/county level. The results show that general changes cultivated forest rural construction across region. speed trend varies considerably over time as policies each local government change. population growth tertiary secondary industry are main whole TWL region, while rate fixed asset investment impacts suggest expanding region urgently required.

Language: Английский

Citations

13