Ecological Modelling, Год журнала: 2024, Номер 501, С. 110974 - 110974
Опубликована: Дек. 6, 2024
Язык: Английский
Ecological Modelling, Год журнала: 2024, Номер 501, С. 110974 - 110974
Опубликована: Дек. 6, 2024
Язык: Английский
Sustainable Cities and Society, Год журнала: 2025, Номер unknown, С. 106154 - 106154
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
5Habitat International, Год журнала: 2025, Номер 158, С. 103348 - 103348
Опубликована: Фев. 28, 2025
Язык: Английский
Процитировано
2Environment Development and Sustainability, Год журнала: 2025, Номер unknown
Опубликована: Март 20, 2025
Язык: Английский
Процитировано
1Algorithms, Год журнала: 2025, Номер 18(3), С. 167 - 167
Опубликована: Март 14, 2025
With the rapid development of industrialization and urbanization, air pollution is becoming increasingly serious. Accurate prediction PM2.5 concentration great significance to environmental protection public health. Our study takes Nanning urban area, which has unique geographical, climatic source characteristics, as object. Based on dual-time resolution raster data China High-resolution High-quality Dataset (CHAP) from 2012 2023, carried out using SARIMA, Prophet LightGBM models. The systematically compares performance each model spatial temporal dimensions indicators such mean square error (MSE), absolute (MAE) coefficient determination (R2). results show that a strong ability mine complex nonlinear relationships, but its stability poor. obvious advantages in dealing with seasonality trend time series, it lacks adaptability changes. SARIMA based series theory performs well some scenarios, limitations non-stationary heterogeneity. research provides multi-dimensional reference for subsequent predictions, helps researchers select models reasonably according different scenarios needs, new ideas analyzing change patterns, promotes related field science.
Язык: Английский
Процитировано
0Ecological Indicators, Год журнала: 2025, Номер 174, С. 113462 - 113462
Опубликована: Апрель 13, 2025
Язык: Английский
Процитировано
0Geomatics Natural Hazards and Risk, Год журнала: 2025, Номер 16(1)
Опубликована: Март 25, 2025
Язык: Английский
Процитировано
0Frontiers in Sustainable Food Systems, Год журнала: 2025, Номер 9
Опубликована: Апрель 28, 2025
The global food crisis is becoming increasingly severe, highlighting the need to enhance cultivated land system resilience improve utilization efficiency and strengthen its ability withstand external shocks, ensuring security. This study examines 13 major grain-producing areas in China clarify coupling coordination mechanism between new urbanization. An evaluation constructed, development levels are assessed using entropy method, degree model, obstacle model. main results as follows: (1) Cultivated urbanization China’s have exhibited a steady upward trend. (2) has increased from 0.5512 0.6788. (3) primary factors at criterion layer output resilience, scale To urbanization, policies should be reinforced, of agricultural labor productivity improved, planning optimized, regional linkages enhanced.
Язык: Английский
Процитировано
0Journal of Geographical Sciences, Год журнала: 2025, Номер 35(4), С. 745 - 762
Опубликована: Апрель 1, 2025
Язык: Английский
Процитировано
0Habitat International, Год журнала: 2024, Номер 156, С. 103269 - 103269
Опубликована: Дек. 18, 2024
Язык: Английский
Процитировано
2Ecological Modelling, Год журнала: 2024, Номер 501, С. 110974 - 110974
Опубликована: Дек. 6, 2024
Язык: Английский
Процитировано
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