专题:Remote Sensing and Land Use

This cluster of papers focuses on the applications of remote sensing technology in geoscience, agriculture, and environmental monitoring. It covers topics such as hyperspectral imaging, geohazards induced by earthquakes, urban heat island effects, vegetation classification, and the impact of land use change. Additionally, it explores the use of remote sensing for assessing earthquake damage, monitoring medicinal plants, and analyzing spatial patterns in various environments.
最新文献
Exploring the main and interactive effects of urban morphology on land surface temperature across different functional zones: A local geoshapley analysis based on XAI

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A Review of Google Earth Engine for Land Use and Land Cover Change Analysis: Trends, Applications, and Challenges

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Driving mechanism and nonlinear threshold identification of vegetation in China: Based on causal inference and machine learning

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Review of Cooling Effects from Roof Mitigation Strategies Against Urban Heat Island Effects

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Variability in Meteorological Parameters at the Lenghu Site on the Tibetan Plateau

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Vegetation dynamics in northwest China under climate Warming: Spatiotemporal heterogeneity and climate drivers

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Spatiotemporal assessment and simulation of land use and land cover dynamics in coastal Tamil Nadu using CA–ANN modelling for sustainable development planning

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Global assessment of landscape pattern changes from 1992 to 2020

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Study on the Impact of Land Use and ClimateChange on the Spatiotemporal Evolutionof NDVI in Tianjin, China

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Investigating the effect of urban form on land surface temperature at block and grid scales based on XGBoost-SHAP

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近5年高被引文献
IEEE Transactions on Geoscience and Remote Sensing

paratext Full Text OpenAlex 2273 FWCI0

Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification

article Full Text OpenAlex 612 FWCI65.52

SwinSUNet: Pure Transformer Network for Remote Sensing Image Change Detection

article Full Text OpenAlex 417 FWCI46.0106

Deep Learning-Based Change Detection in Remote Sensing Images: A Review

review Full Text OpenAlex 350 FWCI38.2105

A CNN-Transformer Network With Multiscale Context Aggregation for Fine-Grained Cropland Change Detection

article Full Text OpenAlex 336 FWCI43.4835

TransUNetCD: A Hybrid Transformer Network for Change Detection in Optical Remote-Sensing Images

article Full Text OpenAlex 325 FWCI35.974

Change Detection on Remote Sensing Images Using Dual-Branch Multilevel Intertemporal Network

article Full Text OpenAlex 324 FWCI52.2554

Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer

article Full Text OpenAlex 323 FWCI34.8422

Urbanization Impact on Regional Climate and Extreme Weather: Current Understanding, Uncertainties, and Future Research Directions

review Full Text OpenAlex 322 FWCI25.9383

GLC_FCS30D: the first global 30 m land-cover dynamics monitoring product with a fine classification system for the period from 1985 to 2022 generated using dense-time-series Landsat imagery and the continuous change-detection method

article Full Text OpenAlex 300 FWCI142.6043