Spatiotemporal Differentiation and Influencing Factors of Frost Key Date in Harbin Municipality from 1961 to 2022

Spatiotemporal Differentiation and Influencing Factors of Frost Key Date in Harbin Municipality from 1961 to 2022

This study analyzed frost formation data provided by the Harbin Meteorological Bureau and considered geographic factors, temperature, and population density. Various analytical methods, including linear fitting, the Mann–Kendall mutation test, the Pettitt method, and the sliding <i>t</i>...

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Bibliographic Details
Main Authors: Tian-Tai Zhang, Chang-Lei Dai, Shu-Ling Li, Chen-Yao Zhang, Yi-Ding Zhang, Miao Yu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Water
Subjects:
frost
cold region
M-K test
meteorological factors
temporal and spatial variations
Online Access:https://www.mdpi.com/2073-4441/15/19/3513

Internet

https://www.mdpi.com/2073-4441/15/19/3513

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