A synchronous retrieval method of vegetation water content and soil moisture based on GNSS-IR and multi-source data fusion
文献类型： 外文期刊
第一作者： Ma, Jiajia
作者： Ma, Jiajia;Liang, Yueji;Ren, Chao;Yang, Mengmeng;Huang, Yibang;Liang, Caiwen;Guo, Xi;Cheng, Bo;Hu, Xinmiao
作者机构：
关键词： GNSS-IR; vegetation water content; soil moisture; Stacking algorithm; synchronous retrieval
期刊名称：JOURNAL OF SPATIAL SCIENCE （ 影响因子：1.7； 五年影响因子：1.6 ）
ISSN： 1449-8596
年卷期： 2025 年 70 卷 1 期
页码：
收录情况： SCI
摘要： Vegetation Water Content (VWC) and Soil Moisture (SM) are closely related. To overcome the limitations of the Global Navigation Satellite System Interferometry Reflectometry (GNSS-IR) for point-based monitoring, this research aimed at developing a synchronous retrieval method for VWC and SM by integrating GNSS-IR and multi-source data. The method incorporates band synthesis, optimized modelling, and a Stacking algorithm. The model produced Normalized Microwave Reflectance Index (NMRI) and SM products consistent with MODIS NDVI, LAI, and NASA-USDA SM data in both time and space. The study provides a novel approach for the synchronous retrieval of VWC and SM and facilitates in-depth exploration of their interaction mechanisms.
分类号：
- 相关文献
作者其他论文 更多>>
-
Alteration in Tracheal Morphology and Transcriptomic Features in Calves After Infection with Mycoplasma bovis
作者：Liu, Fan;Yang, Fei;Guo, Lei;Yang, Mengmeng;Li, Jidong;He, Shenghu;Liu, Fan;Guo, Yanan;Li, Yong
关键词：Mycoplasma bovis; trachea; transcriptome; signaling pathway; IL-6
-
Disease-resistant watermelon variety against Fusarium wilt by remodeling rhizosphere soil microenvironment
作者：Yang, Bingye;Yue, Caipeng;Yang, Bingye;Yang, Mengmeng;Guo, Chunhui;Zheng, Mingzi;Yao, Xiefeng;Xu, Jinhua;Huang, Sijie;Yue, Caipeng
关键词：Watermelon
Fusarium wilt; Soil Microbiome; Soil properties; Transcriptomics analysis -
Effect of moisture migration on texture and viscoelasticity of Chinese yam during multi-phase microwave drying (MMD) - focusing on the evaporation-dehydration stage
作者：Yang, Mengmeng;Chen, Xinyi;Ren, Xing;Liu, Wenchao;Li, Linlin;Ren, Guangyue;Cao, Weiwei;Zhang, Min;Chen, Junliang;Duan, Xu;Wang, Lijuan;Liu, Wenchao;Li, Linlin;Ren, Guangyue;Cao, Weiwei;Chen, Junliang;Duan, Xu;Liu, Wenchao;Li, Linlin;Ren, Guangyue;Cao, Weiwei;Chen, Junliang;Duan, Xu;Law, Chung Lim;Lu, Donghe
关键词：Multiphase microwave drying; Moisture migration; Texture; Viscoelasticity; Mechanism
-
Aspergillus Mycotoxins: The Major Food Contaminants
作者：Xue, Mengyao;Qu, Zheng;An, Yi;Wang, Feng;Sun, Yuebing;Wang, Lili;Hou, Jie;Zhang, Chenchen;Yang, Mengmeng;Ding, Yiming;Yao, Yanpo;Moretti, Antonio;Logrieco, Antonio F.;Chu, Haiyan;Zhang, Qi;Li, Peiwu;Sun, Changpo;Ren, Xianfeng;Cui, Li;Chen, Qinglin;Li, Chengjun;Zhong, Huan;Cao, Zhiyan;Zhu, Yong-Guan
关键词：climate change; control measures; crops; human health; mycotoxins
-
Novel Insights into the Therapeutic Effect of Amentoflavone Against Aeromonas hydrophila Infection by Blocking the Activity of Aerolysin
作者：Dong, Jing;Li, Shengping;Zhou, Shun;Liu, Yongtao;Yang, Qiuhong;Xu, Ning;Yang, Yibin;Ai, Xiaohui;Li, Shengping;Cheng, Bo
关键词：
Aeromonas hydrophila ; aerolysin; amentoflavone; molecular dynamics; anti-infective -
Distribution and bioaccumulation of prometryn in simulated aquatic ecosystems
作者：Peng, Jiaqi;Fan, Ruiqi;Ren, Yuanyuan;Yang, Yan;Mu, Yingchun;Cheng, Bo;Peng, Jiaqi;Fan, Ruiqi;Ren, Yuanyuan;Yang, Yan;Mu, Yingchun;Cheng, Bo;Peng, Jiaqi;Fan, Ruiqi;Ren, Yuanyuan;Yang, Yan;Mu, Yingchun;Cheng, Bo;Zhang, Xin;Wang, Saisai
关键词：prometryn; tilapia (
Oreochromis niloticus ); Asian clam (Corbicula fluminea ); simulated aquatic ecosystems; distribution; bioaccumulation -
Analysis of microbial aerosols diversity in cattle farms in Ningxia
作者：Guo, Yanan;Yang, Fei;Yu, Youli;Wang, Jiandong;Mao, Yanni;Zhao, Shuqiang;Chen, Chong;Yang, Mengmeng
关键词：bioaerosols; bacterial diversity; 16S rRNA gene sequencing; cattle barns; core microbiome
