HiTIC-Monthly: a monthly high spatial resolution (1&thinsp;km) human thermal index collection over  China during 2003–2020

Zhang, Hui; Luo, Ming; Zhao, Yongquan; Lin, Lijie; Ge, Erjia; Yang, Yuanjian; Ning, Guicai; Cong, Jing; Zeng, Zhaoliang; Gui, Ke; Li, Jing; Chan, Ting On; Li, Xiang; Wu, Sijia; Wang, Peng; Wang, Xiaoyu

doi:https://doi.org/10.5194/essd-15-359-2023

Articles | Volume 15, issue 1

https://doi.org/10.5194/essd-15-359-2023

© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-15-359-2023

© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 15, issue 1

Data description paper

|

20 Jan 2023

Data description paper |

| 20 Jan 2023

HiTIC-Monthly: a monthly high spatial resolution (1 km) human thermal index collection over China during 2003–2020

Hui Zhang, Ming Luo, Yongquan Zhao, Lijie Lin, Erjia Ge, Yuanjian Yang, Guicai Ning, Jing Cong, Zhaoliang Zeng, Ke Gui, Jing Li, Ting On Chan, Xiang Li, Sijia Wu, Peng Wang, and Xiaoyu Wang

Supplement

https://doi.org/10.5194/essd-15-359-2023-supplement

Data sets

HiTIC-Monthly: A Monthly High Spatial Resolution (1 km) Human Thermal Index Collection over China during 2003–2020 Hui Zhang, Ming Luo, Yongquan Zhao, Lijie Lin, Erjia Ge, Yuanjian Yang, Guicai Ning, Zhaoliang Zeng, Ke Gui, Jing Li, Ting On Chan, Xiang Li, Sijia Wu, Peng Wang, and Xiaoyu Wang. https://doi.org/10.5281/zenodo.6895533

HiTIC-Monthly: A Monthly High Spatial Resolution (1 km) Human Thermal Index Collection over China during 2003–2020 Hui Zhang, Ming Luo, Yongquan Zhao, Lijie Lin, Erjia Ge, Yuanjian Yang, Guicai Ning, Zhaoliang Zeng, Ke Gui, Jing Li, Ting On Chan, Xiang Li, Sijia Wu, Peng Wang, and Xiaoyu Wang. https://data.tpdc.ac.cn/zh-hans/data/036e67b7-7a3a-4229-956f-40b8cd11871d

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Short summary

We generate the first monthly high-resolution (1 km) human thermal index collection (HiTIC-Monthly) in China over 2003–2020, in which 12 human-perceived temperature indices are generated by LightGBM. The HiTIC-Monthly dataset has a high accuracy (R² = 0.996, RMSE = 0.693 °C, MAE = 0.512 °C) and describes explicit spatial variations for fine-scale studies. It is freely available at https://zenodo.org/record/6895533 and https://data.tpdc.ac.cn/disallow/036e67b7-7a3a-4229-956f-40b8cd11871d.