Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance
Landslides are one of the catastrophic natural hazards that occur in mountainous areas,
leading to loss of life, damage to properties, and economic disruption. Landslide …
leading to loss of life, damage to properties, and economic disruption. Landslide …
Modelling distribution and abundance with presence‐only data
JL Pearce, MS Boyce - Journal of applied ecology, 2006 - Wiley Online Library
Summary 1 Presence‐only data, for which there is no information on locations where the
species is absent, are common in both animal and plant studies. In many situations, these …
species is absent, are common in both animal and plant studies. In many situations, these …
Predictive performance of presence‐only species distribution models: a benchmark study with reproducible code
R Valavi, G Guillera‐Arroita… - Ecological …, 2022 - Wiley Online Library
Species distribution modeling (SDM) is widely used in ecology and conservation. Currently,
the most available data for SDM are species presence‐only records (available through …
the most available data for SDM are species presence‐only records (available through …
Spread of SARS-CoV-2 Coronavirus likely to be constrained by climate
As new cases of SARS CoV-2 (aka 2019-nCoV) Coronavirus are confirmed throughout the
world and millions of people are being put into quarantine, few doubt the virus will reach …
world and millions of people are being put into quarantine, few doubt the virus will reach …
Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques
W Chen, HR Pourghasemi, A Kornejady, N Zhang - Geoderma, 2017 - Elsevier
Abstract “Spatial contraindication” is what exactly landslide susceptibility models have been
seeking. They are designed for depicting perilous land activities, be it natural or …
seeking. They are designed for depicting perilous land activities, be it natural or …
On the selection of thresholds for predicting species occurrence with presence‐only data
Presence‐only data present challenges for selecting thresholds to transform species
distribution modeling results into binary outputs. In this article, we compare two recently …
distribution modeling results into binary outputs. In this article, we compare two recently …
The n‐dimensional hypervolume
Abstract Aim The Hutchinsonian hypervolume is the conceptual foundation for many lines of
ecological and evolutionary inquiry, including functional morphology, comparative biology …
ecological and evolutionary inquiry, including functional morphology, comparative biology …
Ecological niches and geographic distributions (MPB-49)
This book provides a first synthetic view of an emerging area of ecology and biogeography,
linking individual-and population-level processes to geographic distributions and …
linking individual-and population-level processes to geographic distributions and …
ENMTML: An R package for a straightforward construction of complex ecological niche models
Ecological niche models (ENMs) is a popular method in ecology, mostly due to its broad
applicability and the fact that required data is simple and easily accessible from digital …
applicability and the fact that required data is simple and easily accessible from digital …
[引用][C] Mapping species distributions: spatial inference and prediction
J Franklin - 2009 - books.google.com
Maps of species' distributions or habitat suitability are required for many aspects of
environmental research, resource management and conservation planning. These include …
environmental research, resource management and conservation planning. These include …