A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

W Han, X Zhang, Y Wang, L Wang, X Huang… - ISPRS Journal of …, 2023 - Elsevier
Due to limited resources and environmental pollution, monitoring the geological
environment has become essential for many countries' sustainable development. As various …

[HTML][HTML] Advancement of remote sensing for soil measurements and applications: A comprehensive review

MI Abdulraheem, W Zhang, S Li, AJ Moshayedi… - Sustainability, 2023 - mdpi.com
Remote sensing (RS) techniques offer advantages over other methods for measuring soil
properties, including large-scale coverage, a non-destructive nature, temporal monitoring …

Assessing the impact of fractional vegetation cover on urban thermal environment: A case study of Hangzhou, China

M Zhang, S Tan, C Zhang, S Han, S Zou… - Sustainable Cities and …, 2023 - Elsevier
The large-scale urbanization has changed the surface characteristics of cities, seriously
affected the urban heat balance, and worsened the urban thermal environment. The …

Evaluating the saturation effect of vegetation indices in forests using 3D radiative transfer simulations and satellite observations

S Gao, R Zhong, K Yan, X Ma, X Chen, J Pu… - Remote Sensing of …, 2023 - Elsevier
Vegetation indices (VIs) have been used extensively for qualitative and quantitative remote
sensing monitoring of vegetation vigor and growth dynamics. However, the saturation …

Vegetation cover changes in China induced by ecological restoration-protection projects and land-use changes from 2000 to 2020

Y Cai, F Zhang, P Duan, CY Jim, NW Chan, J Shi, C Liu… - Catena, 2022 - Elsevier
Vegetation-coverage research shows China's significant 25% contribution to global
greening. Vegetation is the link between water, soil and atmosphere, making it an important …

Review of ground and aerial methods for vegetation cover fraction (fCover) and related quantities estimation: definitions, advances, challenges, and future …

L Li, X Mu, H Jiang, F Chianucci, R Hu, W Song… - ISPRS Journal of …, 2023 - Elsevier
Vegetation cover fraction (fCover) and related quantities are basic yet critical vegetation
structure variables in various disciplines and applications. Ground-and aerial-based …

Satellite remote sensing of vegetation phenology: Progress, challenges, and opportunities

Z Gong, W Ge, J Guo, J Liu - ISPRS Journal of Photogrammetry and …, 2024 - Elsevier
Vegetation phenology serves as a crucial indicator of ecosystem dynamics and its response
to environmental cues. Against the backdrop of global climate warming, it plays a pivotal role …

Quantitative spatial analysis of vegetation dynamics and potential driving factors in a typical alpine region on the northeastern Tibetan Plateau using the Google Earth …

C Liu, W Li, W Wang, H Zhou, T Liang, F Hou, J Xu… - Catena, 2021 - Elsevier
Vegetation is essential in maintaining terrestrial ecosystem functions, and understanding
why and how vegetation evolves is necessary for regional ecological management. On the …

Quantifying the cooling effect of urban green space: A case from urban parks in a tropical mega metropolitan area (India)

M Das, A Das, S Momin - Sustainable Cities and Society, 2022 - Elsevier
Green space (GS) plays a crucial role in reducing the urban heat island (UHI) effect and
helps in mitigating climate change. In Indian cities, GS are highly vulnerable due to rapid …

[HTML][HTML] Quantitative analysis of fractional vegetation cover in southern Sichuan urban agglomeration using optimal parameter geographic detector model, China

X Zhao, S Tan, Y Li, H Wu, R Wu - Ecological Indicators, 2024 - Elsevier
Vegetation is a main part of ecosystems and an essential indicator for monitoring changes in
terrestrial ecosystems. It is crucial for us to discover the temporal and spatial features and …