Using machine learning to model nontraditional spatial dependence in occupancy data.
Sign Up to like & getrecommendations! Published in 2021 at "Ecology"
DOI: 10.1002/ecy.3563
Abstract: Spatial models for occupancy data are used to estimate and map the true presence of a species, which may depend on biotic and abiotic factors as well as spatial autocorrelation. Traditionally researchers have accounted for… read more here.
Keywords: machine learning; nontraditional spatial; spatial dependence; occupancy data ... See more keywords
Heterogeneous spillovers among Spanish provinces: a generalized spatial stochastic frontier model
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Productivity Analysis"
DOI: 10.1007/s11123-018-0540-z
Abstract: This paper introduces new spatial stochastic frontier models to examine Spanish provinces’ efficiency and its evolution over the period 2000–2013. We use a heteroscedastic version of the spatial stochastic frontier models introduced by Glass et… read more here.
Keywords: heterogeneous spillovers; spatial dependence; spatial stochastic; model ... See more keywords
Visualization and quantification of significant anthropogenic drivers influencing rangeland degradation trends using Landsat imagery and GIS spatial dependence models: A case study in Northeast Iran
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Geographical Sciences"
DOI: 10.1007/s11442-018-1572-z
Abstract: Developing countries must consider the influence of anthropogenic dynamics on changes in rangeland habitats. This study explores happened degradation in 178 rangeland management plans for Northeast Iran in three main steps: (1) conducting a trend… read more here.
Keywords: northeast iran; degradation; spatial dependence; rangeland degradation ... See more keywords
Spatial dependence in microfinance credit default
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Forecasting"
DOI: 10.1016/j.ijforecast.2021.05.009
Abstract: Abstract Credit scoring model development is very important for the lending decisions of financial institutions. The creditworthiness of borrowers is evaluated by assessing their hard and soft information. However, microfinance borrowers are very sensitive to… read more here.
Keywords: microfinance; spatial dependence; default; credit scoring ... See more keywords
Geostatistical modelling of spatial dependence in area-class occurrences for improved object-based classifications of remote-sensing images
Sign Up to like & getrecommendations! Published in 2018 at "Isprs Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2018.05.003
Abstract: Abstract Geographical object-based image analysis (GEOBIA) is widely used for the processing of fine spatial resolution images, with increased research on contextual modelling and classification related to GEOBIA. Specifically, a previously developed object-based image classification… read more here.
Keywords: image objects; image; classification; spatial dependence ... See more keywords
On the spatial dependence of extreme ocean storm seas
Sign Up to like & getrecommendations! Published in 2017 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2017.08.051
Abstract: Contemporaneous occurrences of extreme seas at multiple locations in a neighbourhood can cause greater structural reliability and human safety concerns than extremes at a single location. Understanding spatial dependence of extreme seas is important therefore… read more here.
Keywords: dependence extreme; dependence; storm; spatial dependence ... See more keywords
Spatial dependence in apartment transaction prices during boom and bust
Sign Up to like & getrecommendations! Published in 2018 at "Regional Science and Urban Economics"
DOI: 10.1016/j.regsciurbeco.2017.11.001
Abstract: Due to the illiquid and intransparent nature of housing markets, property sellers and buyers may hugely rely on information about transaction prices of nearby properties with comparable characteristics to agree upon a transaction price. We… read more here.
Keywords: spatial dependence; transaction; market; transaction prices ... See more keywords
Spatial dependence, agglomeration externalities and the convergence of carbon productivity
Sign Up to like & getrecommendations! Published in 2021 at "Socio-Economic Planning Sciences"
DOI: 10.1016/j.seps.2021.101060
Abstract: Abstract By combining the extended slack based measurement (SBM) model directed distance function and the meta-constrained production function to measure China's carbon productivity, this paper studies the spatial spillover effects and convergence characteristics of carbon… read more here.
Keywords: agglomeration externalities; spatial dependence; agglomeration; carbon productivity ... See more keywords
Does municipal solid waste generation in China support the Environmental Kuznets Curve? New evidence from spatial linkage analysis.
Sign Up to like & getrecommendations! Published in 2019 at "Waste management"
DOI: 10.1016/j.wasman.2018.12.006
Abstract: Ever increasing municipal solid waste (MSW) is becoming a serious city pollution trouble, extensive studies explored this question from micro demographic factors before. But testing the impact of spatial dependence on MSW from macroeconomic factors… read more here.
Keywords: spatial dependence; msw generation; municipal solid; generation ... See more keywords
Spatial Dependence of Dynamic Nonlinear Rock Weakening at the Alpine Fault, New Zealand
Sign Up to like & getrecommendations! Published in 2021 at "Geophysical Research Letters"
DOI: 10.1029/2021gl093862
Abstract: We perform laser ultrasonic measurements to investigate the spatial dependence of dynamic nonlinear weakening in rocks from the Alpine Fault, New Zealand. Rocks outside the damage zone display no nonlinear weakening. Within the damage zone… read more here.
Keywords: spatial dependence; alpine fault; dynamic nonlinear; rock weakening ... See more keywords
The effect of spatial dependence on hazard validation
Sign Up to like & getrecommendations! Published in 2017 at "Geophysical Journal International"
DOI: 10.1093/gji/ggx090
Abstract: S U M M A R Y In countries where best-practice probabilistic hazard studies and seismic monitoring networks are available, there is increasing interest in direct validation of hazard maps. It usually means trying to… read more here.
Keywords: hazard; dependence; spatial dependence; hazard validation ... See more keywords