Journal for Nature Conservation, Год журнала: 2024, Номер unknown, С. 126816 - 126816
Опубликована: Дек. 1, 2024
Язык: Английский
Journal for Nature Conservation, Год журнала: 2024, Номер unknown, С. 126816 - 126816
Опубликована: Дек. 1, 2024
Язык: Английский
City and Environment Interactions, Год журнала: 2025, Номер unknown, С. 100189 - 100189
Опубликована: Фев. 1, 2025
Язык: Английский
Процитировано
0Land, Год журнала: 2025, Номер 14(3), С. 638 - 638
Опубликована: Март 18, 2025
Climate change has presented considerable challenges in the management of urban forests and trees. Varieties studies have predicted potential changes species distribution by employing single-algorithm models (SDMs) to investigate impacts climate on plant species. However, there is still limited quantitative research suitable ranges commonly used tree Therefore, our study aims optimize traditional SDMs integrating multiple machine learning algorithms propose a framework for identifying trees under change. We took Michelia chapensis, particular significance southern China, as pilot evolution its range context two future scenarios (SSP126 SSP585) across four periods (2030s, 2050s, 2070s, 2090s). The findings indicated that ensemble SDM showed strong predictive capacity, with an area curve (AUC) value 0.95. chapensis estimated at 15.9 × 105 km2 currently it will expand most areas according projection. contract southeastern Yunnan, central Guangdong, Sichuan Basin, northern Hubei, Jiangxi, etc. location current located Hengyang, Hunan (27.36° N, 112.34° E), projected shift westward future. migration magnitude positively correlated intensity These provide scientific basis landscape planning chapensis. Furthermore, proposed can be seen valuable tool predicting response change, providing insights proactive adaptation management.
Язык: Английский
Процитировано
0Social Sciences & Humanities Open, Год журнала: 2025, Номер 11, С. 101446 - 101446
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
0Research Square (Research Square), Год журнала: 2025, Номер unknown
Опубликована: Апрель 9, 2025
Язык: Английский
Процитировано
0City and Environment Interactions, Год журнала: 2025, Номер unknown, С. 100199 - 100199
Опубликована: Апрель 1, 2025
Язык: Английский
Процитировано
0Journal for Nature Conservation, Год журнала: 2024, Номер unknown, С. 126816 - 126816
Опубликована: Дек. 1, 2024
Язык: Английский
Процитировано
0