Accounting for training data error in machine learning applied to earth observations

A Elmes, H Alemohammad, R Avery, K Caylor… - Remote Sensing, 2020 - mdpi.com
Remote sensing, or Earth Observation (EO), is increasingly used to understand Earth system
dynamics and create continuous and categorical maps of biophysical properties and land …

A review of reconstructing remotely sensed land surface temperature under cloudy conditions

Y Mo, Y Xu, H Chen, S Zhu - Remote Sensing, 2021 - mdpi.com
Land surface temperature (LST) is an important environmental parameter in climate change,
urban heat islands, drought, public health, and other fields. Thermal infrared (TIR) remote …

[HTML][HTML] Assessment of spatial–temporal changes of ecological environment quality based on RSEI and GEE: A case study in Erhai Lake Basin, Yunnan province …

Y Xiong, W Xu, N Lu, S Huang, C Wu, L Wang, F Dai… - Ecological …, 2021 - Elsevier
Abstract The Erhai Lake Basin is an area with the active economic and social development
of agriculture and tourism, facing increasingly prominent environmental problems with rapid …

新型Landsat 8 卫星影像的反射率和地表温度反演

徐涵秋 - 地球物理学报, 2015 - dzkx.org
Landsat 8 卫星自2013 年2 月发射以来, 其影像的定标参数经过了不断调整和完善,
针对Landsat 8 开发的各种算法也相继问世. 本文采用最新的参数, 算法和引入COST …

How can urban parks be planned to mitigate urban heat island effect in “Furnace cities”? An accumulation perspective

X Yao, K Yu, X Zeng, Y Lin, B Ye, X Shen… - Journal of Cleaner …, 2022 - Elsevier
Urban parks are a major blue–green infrastructure in urban ecosystems, and they are widely
regarded as being extremely effective in mitigating the urban heat island (UHI) effect caused …

How can urban blue-green space be planned for climate adaption in high-latitude cities? A seasonal perspective

G Yang, Z Yu, G Jørgensen, H Vejre - Sustainable Cities and Society, 2020 - Elsevier
Climate change has increased the frequency of extreme climatic events and the intensity of
heatwaves in high-latitude cities that have rarely been affected in the past, yet there is less …

How to effectively mitigate urban heat island effect? A perspective of waterbody patch size threshold

J Peng, Q Liu, Z Xu, D Lyu, Y Du, R Qiao… - Landscape and Urban …, 2020 - Elsevier
Climatic warming and urbanization have exacerbated urban heat island (UHI) effect
globally. Waterbodies have significant cooling effect while the current UHI mitigation …

Prediction of ecological effects of potential population and impervious surface increases using a remote sensing based ecological index (RSEI)

H Xu, M Wang, T Shi, H Guan, C Fang, Z Lin - Ecological indicators, 2018 - Elsevier
The ecological impact of urban development and population increase is an area of
increasing relevance as human modification of the landscape continues unabated. The …

Land surface temperature retrieval from Landsat 8 TIRS—Comparison between radiative transfer equation-based method, split window algorithm and single channel …

X Yu, X Guo, Z Wu - Remote sensing, 2014 - mdpi.com
Accurate inversion of land surface geo/biophysical variables from remote sensing data for
earth observation applications is an essential and challenging topic for the global change …

Analysis of spatiotemporal variation and drivers of ecological quality in Fuzhou based on RSEI

J Geng, K Yu, Z Xie, G Zhao, J Ai, L Yang, H Yang… - Remote Sensing, 2022 - mdpi.com
Background: High-speed urbanization has brought about a number of ecological and
environmental problems, as well as the use of remote sensing to monitor the urban …