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	A Novel Sampling Design That Considers Local Soil Heterogeneity in Both Geographical and Feature Spaces for Mapping Multiple Soil Properties at the Farm Level 期刊论文 OAI收割 IEEE ACCESS, 2026, 卷号: 14, 页码: 424-440 作者: Wang, Yongji; Li, Shaoqi; Wang, Meizi; Qi, Qingwen; Li, Peng \| 收藏 \| 浏览/下载：1/0 \| 提交时间：2026/02/09 Soil Soil properties Vegetation mapping Predictive models Normalized difference vegetation index Indexes Design methodology Accuracy Robustness Image resolution Soil variability digital soil mapping (DSM) sampling design local heterogeneity of soil subregion division effective coverage in both geographical and feature spaces
	Impact of Rising Compound Drought and Heatwaves on Vegetation in Global Drylands 期刊论文 OAI收割 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 24509-24517 作者: Wang, Che; Sun, Xupeng; Lu, Ning; Qin, Jun \| 收藏 \| 浏览/下载：0/0 \| 提交时间：2025/11/17 Heating systems Vegetation mapping Soil moisture Droughts Indexes Market research Vegetation Predictive models Monitoring Temperature distribution Drylands heatwaves interpretable machine learning solar-induced fluorescence (SIF)
	Optimization of Soil Particle Size Mapping Incorporating Spatial Autocorrelation and Attribute Similarity 期刊论文 OAI收割 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 21044-21064 作者: Qin, Liya; Wang, Zong; Zhang, Xiaoyuan; Liang, Boyi; Wang, Jia \| 收藏 \| 浏览/下载：0/0 \| 提交时间：2025/10/20 Soil Predictive models Biological system modeling Accuracy Vegetation mapping Reflectivity Indexes Random forests Forestry Erosion Random forest (RF) soil particle size spatial distribution two-point machine learning (TPML) model uncertainty assessment
	Assessing Potential of Multisource Satellite Data and Machine Learning Models for Cropland Soil Organic Carbon Prediction in Plateau Lake Basin 期刊论文 OAI收割 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4418119 作者: Ji, Xinran; Tang, Bo-Hui; Huang, Liang; Chen, Guokun; Zhu, Xinming \| 收藏 \| 浏览/下载：0/0 \| 提交时间：2025/11/17 Lakes Biological system modeling Predictive models Soil properties Remote sensing Monitoring Long short term memory Data models Vegetation mapping Satellites Cropland machine learning (ML) plateau lake basin remote sensing (RS) soil organic carbon (SOC) soil-pedogenic model vegetation phenology
	Predicting Soil Organic Carbon Stock in Plateau Swamp Wetlands Using Multisource Remote Sensing and Spectral Measurements: A Case Study of the Dianchi Basin 期刊论文 OAI收割 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 4403914 作者: Cai, Fangliang; Tang, Bo-Hui; Ji, Xinran; Chen, Junyi; Fu, Zhitao \| 收藏 \| 浏览/下载：18/0 \| 提交时间：2025/07/18 Wetlands Soil Carbon Remote sensing Soil measurements Monitoring Predictive models Prediction algorithms Accuracy Vegetation mapping Multisource remote sensing Sentinel-2 (S2) soil organic carbon density (SOCD) spectral information swamp wetlands
	Enhancing vegetation formation classification: Integrating coarse-scale traditional mapping knowledge and advanced machine learning 期刊论文 OAI收割 SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 923, 页码: 171477 作者: Zhang, Tao; Li, Baolin; Yuan, Yecheng; Gao, Xizhang; Zhou, Ji \| 收藏 \| 浏览/下载：61/0 \| 提交时间：2024/06/17 Predictive vegetation mapping Remote sensing Environmental variable Upstream of the Yellow River