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Titlebook: Validation and Reconstruction of Remote Sensing Land Surface Temperature Products; Wenping Yu,Yuechen Li,Weiyu Shi Book 2024 The Editor(s)

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发表于 2025-3-21 18:35:35 | 显示全部楼层 |阅读模式
书目名称Validation and Reconstruction of Remote Sensing Land Surface Temperature Products
编辑Wenping Yu,Yuechen Li,Weiyu Shi
视频video
概述Provides a new practical validation scheme for validating remote sensing LSTs using stations-based observations.Supplements the radiance-based method to validate satellite-derived LST products over he
图书封面Titlebook: Validation and Reconstruction of Remote Sensing Land Surface Temperature Products;  Wenping Yu,Yuechen Li,Weiyu Shi Book 2024 The Editor(s)
描述.This book focuses on validation and reconstruction work on the land surface temperature (LST) products retrieved by thermal infrared remote sensing. The LST is a key parameter in the energy-water balance process and has been widely used in research on the global climate change, water cycle, vegetation growing, and drought detection. Remote sensing retrieving LST is the most important source for regional and even global application. However, there are several factors that limited their widespread use: (1) the thermal infrared remote sensing is easily influenced by clouds; therefore, there are lots of pixel with invalid LST; (2) LST products have not been sufficiently validated in global scale. This book arms to overcome above defects and guide the readers to estimate the LST of cloudy pixel and implement the general validation on the remote sensing LST. Furthermore, it helps to understand the scale mismatch between different observation and land surface heterogeneity. The book covers ground-based observation, validation and reconstruction theories, scale mismatch analysis, heterogeneity and representativeness evaluation for observations, and application cases. It is an essential re
出版日期Book 2024
关键词Thermal infrared remote sensing; Land surface temperature; Validation of RS LST product; Reconstruction
版次1
doihttps://doi.org/10.1007/978-981-97-4178-6
isbn_softcover978-981-97-4180-9
isbn_ebook978-981-97-4178-6
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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发表于 2025-3-21 23:55:10 | 显示全部楼层
Wenping Yu,Yuechen Li,Xujun Han,Lei Fan,Wei Zhou,Mingguo Ma,Weiyu Shiitoring the maximum estimation error. As a demonstration here, we offer the dual-states Lorenz system with long regular states and the three vortices flow system with bifurcations after taking long term regularities. The latter is simulated by the discrete vortex method as a simple example of multi-
发表于 2025-3-22 03:41:36 | 显示全部楼层
Wenping Yu,Yuechen Li,Xujun Han,Lei Fan,Wei Zhou,Mingguo Ma,Weiyu Shile regression as soft information, and the results were compared with ordinary kriging. A comparison is also presented between the external drift estimation of a spatial model, using the distance to the coast as drift, and the spatio-temporal model with the drift model defined in this study.
发表于 2025-3-22 07:48:51 | 显示全部楼层
发表于 2025-3-22 12:32:48 | 显示全部楼层
Wenping Yu,Yuechen Li,Xujun Han,Lei Fan,Wei Zhou,Mingguo Ma,Weiyu Shistributions of 16200 temperature and humidity vertical profiles. Different levels of dependencies between these distributions are modeled by copulas. The distributions of distributions are decomposed as mixtures and the algorithm to estimate the parameters of such mixtures is presented. Besides prov
发表于 2025-3-22 15:47:56 | 显示全部楼层
Wenping Yu,Yuechen Li,Xujun Han,Lei Fan,Wei Zhou,Mingguo Ma,Weiyu Shincing the block dispersion tensor to compensate for the loss of small-scale information, mass transfer between grid blocks is in turn amplified largely reducing macrodispersion in the upscaled model. We conclude that block dispersivities should consider not only the fluctuation of aquifer properties
发表于 2025-3-22 20:19:10 | 显示全部楼层
Scale Mismatch Implications for the Validation of Remote Sensing LST Products, mismatch uncertainty, which demonstrates that the scale mismatch can lead large errors to the validation process. Based on semivariance, the LST heterogeneity and structure of the MODIS 1 km mixed pixels were analyzed by the thermal TASI and ASTER images which are with a spatial resolution of 3 m a
发表于 2025-3-23 01:02:25 | 显示全部楼层
Analysis on the Representation of the Station Observation Based on the Land Surface Spatial Heterogon of vegetation growth. Therefore, this chapter uses the NDVI inversion date from the 16-day data of Landsat 8 and land use types data were selected to analyze the surface heterogeneity of the stations. In this research, the variogram method was used for heterogeneity analysis of the station-based
发表于 2025-3-23 04:36:47 | 显示全部楼层
Validating Satellite-Derived LST Over Heterogeneous Land Surfaces, the remote-sensed LST products by using the MODTRAN model based on the corresponding in situ measurements, such as LSE and atmospheric profile measurements. The daily MODIS LST products (MOD/MYD11_L2) widely used recently were evaluated based on the heterogeneous core experiment area of the Heihe W
发表于 2025-3-23 05:41:48 | 显示全部楼层
LST Reconstruction on the Remote-Sensed LST Products Under Clouds,d-quality data in the original MODIS LST, albeit with a higher root mean square error (RMSE). However, the spatial and temporal continuity of the improved MODIS LST product was significantly enhanced after the reconstruction of under-cloud pixels. Therefore, the improved MODIS LST product can be dir
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