Pixel level spatial variability modeling using SHAP reveals the relative importance of factors influencing LST-Reference-Cited by-同舟云学术

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Pixel level spatial variability modeling using SHAP reveals the relative importance of factors influencing LST

Published:2023-02-16 Issue:3 Volume:195 Page:
ISSN:0167-6369
Container-title:Environmental Monitoring and Assessment
language:en
Short-container-title:Environ Monit Assess

Author:

Hu Yuhong,Wu Chaofan,Meadows Michael E.,Feng Meili

Funder

Natural Science Foundation of Zhejiang Province

Jinhua Science and Technology Research Program

Independent Design Scientific Research Project of Zhejiang Normal University

Publisher

Springer Science and Business Media LLC

Subject

Management, Monitoring, Policy and Law,Pollution,General Environmental Science,General Medicine

Link

https://link.springer.com/content/pdf/10.1007/s10661-023-10950-2.pdf

Reference85 articles.

1. Arnfield, A. J. (2003). Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island. International Journal of Climatology, 23(1), 1–26. https://doi.org/10.1002/joc.859

2. Bala, R., Prasad, R., & Pratap Yadav, V. (2020). A comparative analysis of day and night land surface temperature in two semi-arid cities using satellite images sampled in different seasons. Advances in Space Research, 66(2), 412–425. https://doi.org/10.1016/j.asr.2020.04.009

3. Cai, Z., Han, G., & Chen, M. (2018). Do water bodies play an important role in the relationship between urban form and land surface temperature? Sustainable Cities and Society, 39, 487–498. https://doi.org/10.1016/j.scs.2018.02.033

4. Carlson, T. N., Gillies, R. R., & Perry, E. M. (1994). A method to make use of thermal infrared temperature and NDVI measurements to infer surface soil water content and fractional vegetation cover. Remote Sensing Reviews, 9(1–2), 161–173. https://doi.org/10.1080/02757259409532220

5. Chakraborty, T., & Lee, X. (2019). Land cover regulates the spatial variability of temperature response to the direct radiative effect of aerosols. Geophysical Research Letters, 46(15), 8995–9003. https://doi.org/10.1029/2019GL083812

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