Modeling of spatial stratified heterogeneity

J Guo, J Wang, C Xu, Y Song - GIScience & Remote Sensing, 2022‏ - Taylor & Francis
Spatial stratified heterogeneity (SSH) refers to the geographical phenomena in which the
geographical attributes within-strata are more similar than the between-strata, which is …

[HTML][HTML] Advances in geocomputation and geospatial artificial intelligence (GeoAI) for map**

Y Song, M Kalacska, M Gašparović, J Yao… - International Journal of …, 2023‏ - Elsevier
Geocomputation and geospatial artificial intelligence (GeoAI) have essential roles in
advancing geographic information science (GIS) and Earth observation to a new stage …

Portraying business district vibrancy with mobile phone data and optimal parameters-based geographical detector model

F Gao, X Deng, S Liao, Y Liu, H Li, G Li… - Sustainable Cities and …, 2023‏ - Elsevier
Abstract Since Jane Jacob proposed the concept of urban vibrancy in 1961, it has been a
research focus in multi-disciplines. This study portrays the business district vibrancy from the …

[HTML][HTML] Robust geographical detector

Z Zhang, Y Song, P Wu - International Journal of Applied Earth Observation …, 2022‏ - Elsevier
Geographical detector (GD) is a method to measure spatial associations using a power of
determinant (PD) value that compares the variance of data within spatial zones and in the …

[HTML][HTML] Impacts of climate, phenology, elevation and their interactions on the net primary productivity of vegetation in Yunnan, China under global warming

X Chen, Y Zhang - Ecological Indicators, 2023‏ - Elsevier
Both net primary productivity (NPP) and vegetation phenology play essential roles in
influencing the carbon sequestration of terrestrial ecosystems. However, the relationship …

Generation of global 1-km daily soil moisture product from 2000 to 2020 using ensemble learning

Y Zhang, S Liang, H Ma, T He, Q Wang… - Earth System …, 2023‏ - essd.copernicus.org
Motivated by the lack of long-term global soil moisture products with both high spatial and
temporal resolutions, a global 1-km daily spatiotemporally continuous soil moisture product …

A generalized heterogeneity model for spatial interpolation

P Luo, Y Song, D Zhu, J Cheng… - International Journal of …, 2023‏ - Taylor & Francis
Spatial heterogeneity refers to uneven distributions of geographical variables. Spatial
interpolation methods that utilize spatial heterogeneity are sensitive to the way in which …

Understanding of the predictability and uncertainty in population distributions empowered by visual analytics

P Luo, C Chen, S Gao, X Zhang… - International Journal …, 2025‏ - Taylor & Francis
Understanding the intricacies of fine-grained population distribution, including both
predictability and uncertainty, is crucial for urban planning, social equity, and environmental …

[HTML][HTML] Low sensitivity of net primary productivity to climatic factors in three karst provinces in southwest China from 1981 to 2019

W Zhang, M **, H Liu, H Zheng - Ecological Indicators, 2023‏ - Elsevier
Karst areas are sensitive to environmental changes due to their fragile ecological
environments. It is imperative to explore the temporal and spatial variations in the …

Towards resilience effectiveness: assessing its patterns and determinants to identify optimal geographic zones

T Cheng, Y Zhao, Y Song, L Ma, Z Zhang, P Luo… - Journal of Cleaner …, 2023‏ - Elsevier
Resilience has a critical role to promote human well-being in turbulent environments.
However, extensive interventions and stimulus measures not only achieve resilience goals …