Updating the 1: 50,000 Dutch soil map using legacy soil data: A multinomial logistic regression approach
The 1: 50,000 national soil survey of the Netherlands, completed in the early 1990s after
more than three decades of mapping, is gradually becoming outdated. Large-scale changes …
more than three decades of mapping, is gradually becoming outdated. Large-scale changes …
Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran
Digital soil mapping involves the use of auxiliary data to assist in the mapping of soil
classes. In this research, we investigate the predictive power of 6 data mining classifiers …
classes. In this research, we investigate the predictive power of 6 data mining classifiers …
Methods to interpolate soil categorical variables from profile observations: Lessons from Iran
The paper compares semi-automated interpolation methods to produce soil-class maps from
profile observations and by using multiple auxiliary predictors such as terrain parameters …
profile observations and by using multiple auxiliary predictors such as terrain parameters …
Estimation of soil organic matter by geostatistical methods: Use of auxiliary information in agricultural and environmental assessment
C Piccini, A Marchetti, R Francaviglia - Ecological Indicators, 2014 - Elsevier
Mapping soil properties such as soil organic matter (SOM), or soil organic carbon (SOC)
content represent a problem often arising in agronomic and environmental surveys, since …
content represent a problem often arising in agronomic and environmental surveys, since …
Comparison of standard maximum likelihood classification and polytomous logistic regression used in remote sensing
J Hogland, N Billor, N Anderson - European Journal of Remote …, 2013 - Taylor & Francis
Discriminant analysis, referred to as maximum likelihood classification within popular remote
sensing software packages, is a common supervised technique used by analysts …
sensing software packages, is a common supervised technique used by analysts …
[HTML][HTML] Downscaling legacy soil information for hydrological soil mapping using multinomial logistic regression
IE Smit, GM Van Zijl, ES Riddell, JJ Van Tol - Geoderma, 2023 - Elsevier
Abstract In South Africa, there is a growing demand for large scale detailed hydrological soil
maps for modelling and management purposes. However, imbalanced legacy soil …
maps for modelling and management purposes. However, imbalanced legacy soil …
Predicting the hotspots of age-adjusted mortality rates of lower respiratory infection across the continental United States: Integration of GIS, spatial statistics and …
Objective Although lower respiratory infections (LRI) are among the leading causes of
mortality in the US, their association with underlying factors and geographic variation have …
mortality in the US, their association with underlying factors and geographic variation have …
Mapping of hydropedologic spatial patterns in a steep headwater catchment
CP Gillin, SW Bailey, KJ McGuire… - Soil Science Society of …, 2015 - Wiley Online Library
A hydropedologic approach can be used to describe soil units affected by distinct hydrologic
regimes. We used field observations of soil morphology and geospatial information …
regimes. We used field observations of soil morphology and geospatial information …
Multinomial logistic regression with soil diagnostic features and land surface parameters for soil mapping of Latium (Central Italy)
C Piccini, A Marchetti, R Rivieccio, R Napoli - Geoderma, 2019 - Elsevier
One of the main challenges in traditional soil mapping is the identification of land
components (LCs)-suitable combinations of morphology, lithology and land use …
components (LCs)-suitable combinations of morphology, lithology and land use …
Maximising the natural capital benefits of habitat creation: spatially targeting native woodland using GIS
N Bailey, JT Lee, S Thompson - Landscape and Urban Planning, 2006 - Elsevier
The establishment of the Common Agricultural Policy has dramatically transformed the
relationship between the natural environment and agriculture in the UK. Accordingly, the …
relationship between the natural environment and agriculture in the UK. Accordingly, the …