Advances in quantitative remote sensing product validation: Overview and current status

X Wu, Q **ao, J Wen, D You, A Hueni - Earth-Science Reviews, 2019‏ - Elsevier
The roles of quantitative remote sensing products in scientific research and quantitative
applications lie in their ability to record the real states of earth surface features. Therefore, it …

Cancer prognosis and diagnosis methods based on ensemble learning

B Zolfaghari, L Mirsadeghi, K Bibak… - ACM Computing …, 2023‏ - dl.acm.org
Ensemble methods try to improve performance via integrating different kinds of input data,
features, or learning algorithms. In addition to other areas, they are finding their applications …

Validation of remotely sensed evapotranspiration over the Hai River Basin, China

Z Jia, S Liu, Z Xu, Y Chen, M Zhu - Journal of Geophysical …, 2012‏ - Wiley Online Library
Ground‐based validation is crucial for ensuring the accuracy of remotely sensed
evapotranspiration (RS_ET) and extending its application. This paper proposes an …

A nested ecohydrological wireless sensor network for capturing the surface heterogeneity in the midstream areas of the Heihe River Basin, China

R **, X Li, B Yan, X Li, W Luo, M Ma… - … and Remote Sensing …, 2014‏ - ieeexplore.ieee.org
This letter introduces the ecohydrological wireless sensor network (EHWSN), which we have
installed in the middle reach of the Heihe River Basin. The EHWSN has two primary …

Upscaling in Situ Site-Based Albedo Using Machine Learning Models: Main Controlling Factors on Results

J Wang, X Wu, J Wen, Q **ao, B Gong… - … on Geoscience and …, 2021‏ - ieeexplore.ieee.org
Validation of satellite albedo products is an essential step because their quantitative
application lie in their ability to record the real state of the earth surface. Upscaling in situ …

[HTML][HTML] Advances in upscaling methods of quantitative remote sensing

H Dalei, X Qing, W Jianguang, YOU Dongqin… - National Remote …, 2021‏ - ygxb.ac.cn
The scale effect is a common phenomenon in geography that restricts the development of
space science, such as remote sensing. Scale issues have elicited increasing attention from …

An operational method for validating the downward shortwave radiation over rugged terrains

G Yan, Q Chu, Y Tong, X Mu, J Qi… - IEEE transactions on …, 2020‏ - ieeexplore.ieee.org
Estimation of downward shortwave radiation (DSR) is of great importance in global energy
budget and climatic modeling. Although various algorithms have been proposed, effective …

Multi-scale validation strategy for satellite albedo products and its uncertainty analysis

JJ Peng, Q Liu, JG Wen, QH Liu, Y Tang… - Science China Earth …, 2015‏ - Springer
Coarse-resolution satellite albedo products are important for climate change and energy
balance research because of their capability to characterize the spatiotemporal patterns of …

Spatiotemporal heterogeneity of multiple in situ observational sites and its site deployment optimization strategy

Y Huang, W Yu, Y **ao, Z Song, D Li… - … on Geoscience and …, 2023‏ - ieeexplore.ieee.org
The validation of remote sensing land surface temperature (LST) data necessitates a
comparison between satellite retrieval outcomes and in situ observations. The efficiency of …

[HTML][HTML] Paving the way towards an armenian data cube

S Asmaryan, V Muradyan, G Tepanosyan… - Data, 2019‏ - mdpi.com
Environmental issues become an increasing global concern because of the continuous
pressure on natural resources. Earth observations (EO), which include both satellite/UAV …