Wheat height and phenology retrieval using GPS/BDS interferometric reflectometry technology
被引:0
作者:
Chen, Kun
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机构:
Wuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R ChinaWuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
Chen, Kun
[1
]
Ye, Shirong
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机构:
Wuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R ChinaWuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
Ye, Shirong
[1
]
Shen, Fei
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机构:
Nanjing Normal Univ, Sch Geog, Nanjing 210023, Peoples R China
Nanjing Normal Univ, Minist Educ, Key Lab Virtual Geog Environm, Nanjing 210023, Peoples R China
Jiangsu Ctr Collaborat Innovat Geog Informat Resou, Nanjing 210023, Peoples R ChinaWuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
Shen, Fei
[2
,3
,4
]
Cao, Xinyun
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机构:
Nanjing Normal Univ, Sch Geog, Nanjing 210023, Peoples R China
Swiss Fed Inst Technol, Inst Geodesy & Photogrammetry, CH-8093 Zurich, SwitzerlandWuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
Cao, Xinyun
[2
,5
]
Ge, Yulong
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机构:
Nanjing Normal Univ, Sch Marine Sci & Engn, Nanjing 210023, Peoples R ChinaWuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
Ge, Yulong
[6
]
机构:
[1] Wuhan Univ, GNSS Res Ctr, Wuhan 430079, Peoples R China
[2] Nanjing Normal Univ, Sch Geog, Nanjing 210023, Peoples R China
[3] Nanjing Normal Univ, Minist Educ, Key Lab Virtual Geog Environm, Nanjing 210023, Peoples R China
[4] Jiangsu Ctr Collaborat Innovat Geog Informat Resou, Nanjing 210023, Peoples R China
Global Navigation Satellite System;
interferometric reflectometry;
Signal to noise ratio;
Wheat height;
Wheat phenology metric dates;
Vegetation index;
TIME-SERIES;
SOIL-MOISTURE;
VEGETATION PHENOLOGY;
GPS MULTIPATH;
D O I:
10.1016/j.measurement.2024.114737
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Monitoring vegetation growth utilizing the Global Navigation Satellite System-interferometric reflectometry (GNSS-IR) technology has obtained widespread attention in recent years. GNSS-IR based approaches demonstrate the advantageous characteristics of high temporal resolution while maintaining cost-effectiveness. Most existing studies generally utilize reflected signals to retrieve the plant height and vegetation water content, while few studies focus on vegetation phenology and yield. In this study, both phenology metric dates and plant height of wheat were extracted using reflected signals data from GPS and BeiDou Navigation Satellite System (BDS) in a wheat farmland, located at northeast of Henan, China. The results showed that there was reasonable consistency between the retrieval heights and in-situ measurements, with the correlation coefficient of 0.836 for GPS and 0.868 for BDS. The damping coefficient calculated by signal-to-noise ratio (SNR) presented obvious characteristics during different wheat growth stages and the trends of the damping coefficient were basically consistent with that of the normalized difference vegetation index (NDVI). When taking a lag between the leaf area index (LAI) and the damping coefficient into consideration, the correlation was greatly increased. Moreover, the phenology metrics dates extracted by the damping coefficient were close to those estimated by NDVI with errors less than 8 days. Hence, this research preliminarily proves the feasibility of obtaining the wheat phenological period by using GNSS-IR technology.
机构:
Meteo France, CNRS, UMR3589, CNRM, Toulouse, France
Fdn STAE, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Zhang, Sibo
Roussel, Nicolas
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机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Roussel, Nicolas
Boniface, Karen
论文数: 0引用数: 0
h-index: 0
机构:
Fdn STAE, Toulouse, France
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, France
Univ Toulouse, CESBIO, CNES, CNRS,IRD,UPS, Toulouse, France
European Commiss, Joint Res Ctr, Ispra, ItalyMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Boniface, Karen
Ha, Minh Cuong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Ha, Minh Cuong
Frappart, Frederic
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, France
UPS, LEGOS, CNES, CNRS,UMR566,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Frappart, Frederic
Darrozes, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Darrozes, Jose
论文数: 引用数:
h-index:
机构:
Baup, Frederic
Calvet, Jean-Christophe
论文数: 0引用数: 0
h-index: 0
机构:
Meteo France, CNRS, UMR3589, CNRM, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
机构:
Meteo France, CNRS, UMR3589, CNRM, Toulouse, France
Fdn STAE, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Zhang, Sibo
Roussel, Nicolas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Roussel, Nicolas
Boniface, Karen
论文数: 0引用数: 0
h-index: 0
机构:
Fdn STAE, Toulouse, France
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, France
Univ Toulouse, CESBIO, CNES, CNRS,IRD,UPS, Toulouse, France
European Commiss, Joint Res Ctr, Ispra, ItalyMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Boniface, Karen
Ha, Minh Cuong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Ha, Minh Cuong
Frappart, Frederic
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, France
UPS, LEGOS, CNES, CNRS,UMR566,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Frappart, Frederic
Darrozes, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paul Sabatier, CNRS, UMR5563, UR254,GET,IRD, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France
Darrozes, Jose
论文数: 引用数:
h-index:
机构:
Baup, Frederic
Calvet, Jean-Christophe
论文数: 0引用数: 0
h-index: 0
机构:
Meteo France, CNRS, UMR3589, CNRM, Toulouse, FranceMeteo France, CNRS, UMR3589, CNRM, Toulouse, France