Geodetector: principles and prospects
WebMar 8, 2024 · Based on ground monitoring data, we explored the spatiotemporal characteristics and drivers of PM 2.5 in the Yangtze River Economic Belt (YREB) in 2024 using spatial autocorrelation analysis and geodetector modeling methods. The results showed that:① the PM 2.5 concentration in the YREB posed the obvious characteristics … WebNov 17, 2024 · As an important parameter of the Earth’s energy budget, the planetary albedo of Earth varies with the dynamics of atmospheric and surface variables. In this study, we investigated the spatiotemporal characteristics and driving factors of the global planetary albedo using the Clouds and the Earth’s Radiant Energy System (CERES) …
Geodetector: principles and prospects
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Web2. METHODOLOGY AND PRINCIPLES 2.1 Geo-Detector The quality and the quantity of the data used as causative factors are vital factors which determine the reliability of landslide model (Bui D T, 2016; Jebur M N, 2014; Yang J, 2024). Evaluation and optimization of the predictive capability of causative factors are essential to improve the accuracy WebJan 20, 2024 · The basic principles of the Nelson’s method and Stefan’s method are the same. ... Geodetector is a statistical method that can detect the spatial differentiation of geographical factors and their driving factors. Compared with other methods, geodetector has two advantages. ... 4.2 Limitations and future prospects. The Stefan equation, …
WebThe study aimed to identify the crucial factors affecting the distribution of artificial oasis and inartificial oasis in arid land through the NDTG (the union of deep learning method, the … WebKeywords: landslide susceptibility mapping; GeoDetector; machine learning; GIS; support vec-tor machines 1. Introduction Rapid-moving landslides often cause an increase in the number of people and prop-erty exposed to landslide risk [1–3]. A mass of landslide disasters have caused a large
WebJun 30, 2024 · Geodetector is a new statistical method to detect spatial heterogeneity and to reveal the drivers behind it. This method does not involve linearity hypotheses and has … http://www.geog.com.cn/EN/abstract/abstract39062.shtml
WebMar 30, 2024 · Geodetector is a novel tool to investigate SSH: (1) measure and find SSH of a variable Y; (2) test the power of determinant X of a dependent variable Y according to …
WebFirst, a combination of GeoDetector and recursive feature elimination was used to eliminate the redundant factors. Then, an optimization method for weights of SI … guy in alvin and the chipmunksWebNov 1, 2024 · Geodetector is a statistical tool to measure spatial stratified heterogeneity and to make attribution. Its core idea is based on the following assumption: if an … boyds bears betty bouffant valueWeb2. METHODOLOGY AND PRINCIPLES 2.1 Geo-Detector The quality and the quantity of the data used as causative factors are vital factors which determine the reliability of … boyds bears bailey bearWebGeographical detector is a novel tool to investigate SSH: (1) measure and find SSH of a variable Y; (2) test the power of determinant X of a dependent variable Y according to the consistency between their spatial distributions; (3) investigate the interaction between two explanatory variables X1 and X2 to a dependent variable Y (Wang et al 2014 ... boyds bears carvers choice ernieWebPackage ‘geodetector’ October 13, 2024 Title Stratified Heterogeneity Measure, Dominant Driving Force Detection, Interaction Relationship Investigation Version 1.0-4 Description Spatial stratified heterogeneity (SSH), referring to the within strata are more simi-lar than the between strata, a model with global parameters would be ... guy in animal shirt memeWebJun 26, 2024 · Geodetector is mainly based on the spatial distribution of geographical differences, by economic and social or natural factors; exploring its mechanism is an important part of geography. The model is as follows: ... Deficiencies and prospects. The change of KRD is a complex system, and cellular automata is an important tool that is … boyds bears ceramic figurines value guideWebApr 30, 2024 · The GeoDetector consists of 4 detectors, each associated with their own detection method: the Risk detector, Factor detector, Ecological detector, and … guy in angus thongs and perfect snogging