NDVI-Cws method;
Meteosat Second Generation-SEVIRI;
water stress;
water balance;
energy balance;
ENERGY-BALANCE;
MAPPING EVAPOTRANSPIRATION;
MODIS;
ALGORITHM;
CARBON;
NDVI;
VALIDATION;
SENTINEL-2;
SOIL;
D O I:
10.1117/1.JRS.17.034503
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
We propose a modification of a water balance method (NDVI-Cws) aimed at improving the estimation of actual evapotranspiration in forest areas. The improvement concerns the calibration of the Cws meteorological factor, which regulates the sensitivity of forest ecosystems to short-term water stress. Such calibration is based on Satellite Application Facility on Land Surface Analysis evapotranspiration products, which are informative on the actual impact of water stress on plant evapotranspiration. The original and calibrated versions of NDVI-Cws are applied in two environmentally diversified forest areas in Central Italy, where water fluxes were measured by the eddy covariance technique. The first site corresponds to a Mediterranean coastal pine forest (San Rossore) and the second to a mountain beech forest (Collelongo), where water fluxes were measured for the years 2001 to 2005 and 2000 to 2009, respectively. The calibration performed leaves unchanged the model setting for San Rossore while it induces a reduction of the model sensitivity to water stress for Collelongo. The calibrated NDVI-Cws version yields optimal evapotranspiration estimation accuracies for both study sites; the determination coefficient is around 0.90, the root mean square error is lower than 0.30 mm day(-1) and the mean bias error is around +/- 0.01 mm day(-1). These findings indicate that the modified water stress factor is a realistic descriptor of the soil-vegetation-atmosphere response of forest ecosystems to water shortage.(c) 2023 Society of Photo-Optical Instrumentation Engineers (SPIE).
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Shi, Zheng
Xie, Yisong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Xie, Yisong
Li, Zhengqiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Li, Zhengqiang
Zhang, Ying
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Zhang, Ying
Chen, Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille, CNRS, UMR 8518 LOA Lab Opt Atmospher, F-59000 Lille, France
GRASP SAS, Remote Sensing Dev, Lille, FranceChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Chen, Cheng
Mei, Linlu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bremen, Inst Environm Phys, D-28359 Bremen, GermanyChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Mei, Linlu
Xu, Hua
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Xu, Hua
Wang, Haofei
论文数: 0引用数: 0
h-index: 0
机构:
China Meteorol Adm, Natl Satellite Meteorol Ctr, Natl Ctr Space Weather, Key Lab Radiometr Calibrat & Validat Environm Sate, Beijing 100081, Peoples R China
Innovat Ctr FengYun Meteorol Satellite FYSIC, Beijing 100081, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Wang, Haofei
Zheng, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Zheng, Yang
Liu, Zhenhai
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei Inst Phys Sci, Hefei 230031, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Liu, Zhenhai
Hong, Jin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei Inst Phys Sci, Hefei 230031, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Hong, Jin
Zhu, Mengyao
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Coll Geoexplorat Sci & Technol, Changchun 130026, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Zhu, Mengyao
Qie, Lili
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Qie, Lili
Zhang, Luo
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Zhang, Luo
Fan, Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
Fan, Cheng
Guang, Jie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R ChinaChinese Acad Sci, Aerosp Informat Res Inst, State Environm Protect Key Lab Satellite Remote Se, Beijing 100101, Peoples R China
机构:
Minist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
Wang Zhen-xing
Guo Qing-wei
论文数: 0引用数: 0
h-index: 0
机构:
Minist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
Guo Qing-wei
Yang Zhi-hui
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Met & Environm, Changsha 410083, Hunan, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
Yang Zhi-hui
Sun Guo-qing
论文数: 0引用数: 0
h-index: 0
机构:
Cent S Univ, Sch Geosci & Infophys, Changsha 410083, Hunan, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
Sun Guo-qing
Ye Wan-sheng
论文数: 0引用数: 0
h-index: 0
机构:
Minist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
Ye Wan-sheng
Hu Xi-bang
论文数: 0引用数: 0
h-index: 0
机构:
Minist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R ChinaMinist Environm Protect, South China Inst Environm Sci, Guangzhou 510655, Guangdong, Peoples R China
机构:
South China Institute of Environmental Sciences, Ministry of Environmental ProtectionSouth China Institute of Environmental Sciences, Ministry of Environmental Protection
王振兴
虢清伟
论文数: 0引用数: 0
h-index: 0
机构:
South China Institute of Environmental Sciences, Ministry of Environmental ProtectionSouth China Institute of Environmental Sciences, Ministry of Environmental Protection
虢清伟
杨志辉
论文数: 0引用数: 0
h-index: 0
机构:
School of Metallurgical and Environment, Central South UniversitySouth China Institute of Environmental Sciences, Ministry of Environmental Protection
杨志辉
孙国庆
论文数: 0引用数: 0
h-index: 0
机构:
School of Geosciences and Info-physics, Central South UniversitySouth China Institute of Environmental Sciences, Ministry of Environmental Protection
孙国庆
叶万生
论文数: 0引用数: 0
h-index: 0
机构:
South China Institute of Environmental Sciences, Ministry of Environmental ProtectionSouth China Institute of Environmental Sciences, Ministry of Environmental Protection
叶万生
胡习邦
论文数: 0引用数: 0
h-index: 0
机构:
South China Institute of Environmental Sciences, Ministry of Environmental ProtectionSouth China Institute of Environmental Sciences, Ministry of Environmental Protection