中国科学院机构知识库网格系统: 检索

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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：2/0 \| 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
	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：2/0 \| 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
	Leveraging Remote Sensing-Derived Dynamic Crop Growth Information for Improved Soil Property Prediction in Farmlands 期刊论文 OAI收割 REMOTE SENSING, 2024, 卷号: 16, 期号: 15, 页码: 2731 作者: Geng, Jing; Tan, Qiuyuan; Zhang, Ying; Lv, Junwei; Yu, Yong \| 收藏 \| 浏览/下载：71/0 \| 提交时间：2024/09/19 soil properties mapping crop growth factor time-series NDVI farmland soils
	A multiple soil properties oriented representative sampling strategy for digital soil mapping 期刊论文 OAI收割 GEODERMA, 2022, 卷号: 406, 页码: 15 作者: Zhang, Lei; Yang, Lin; Cai, Yanyan; Huang, Haili; Shi, Jingjing \| 收藏 \| 浏览/下载：57/0 \| 提交时间：2022/09/21 Soil sampling Multiple soil properties Clustering Environmental variables Digital soil mapping
	A multiple soil properties oriented representative sampling strategy for digital soil mapping 期刊论文 OAI收割 GEODERMA, 2022, 卷号: 406, 页码: 15 作者: Zhang, Lei; Yang, Lin; Cai, Yanyan; Huang, Haili; Shi, Jingjing \| 收藏 \| 浏览/下载：61/0 \| 提交时间：2022/09/21 Soil sampling Multiple soil properties Clustering Environmental variables Digital soil mapping
	Assessing the performance of decision tree and neural network models in mapping soil properties 期刊论文 OAI收割 JOURNAL OF MOUNTAIN SCIENCE, 2019, 卷号: 16, 期号: 8, 页码: 1833-1847 作者: Hateffard, Fatemeh; Dolati, Payam; Heidari, Ahmad; Zolfaghari, Ali Asghar \| 收藏 \| 浏览/下载：41/0 \| 提交时间：2020/11/04 Digital soil mapping soil properties environmental variables Artificial Neural Network Decision Tree