Species distribution models and ecological theory: a critical assessment and some possible new approaches
M Austin - Ecological modelling, 2007 - Elsevier
Given the importance of knowledge of species distribution for conservation and climate
change management, continuous and progressive evaluation of the statistical models …
change management, continuous and progressive evaluation of the statistical models …
A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems
Remote sensing-based methods of aboveground biomass (AGB) estimation in forest
ecosystems have gained increased attention, and substantial research has been conducted …
ecosystems have gained increased attention, and substantial research has been conducted …
The global distribution of the arbovirus vectors Aedes aegypti and Ae. albopictus
MUG Kraemer, ME Sinka, KA Duda, AQN Mylne… - elife, 2015 - elifesciences.org
Dengue and chikungunya are increasing global public health concerns due to their rapid
geographical spread and increasing disease burden. Knowledge of the contemporary …
geographical spread and increasing disease burden. Knowledge of the contemporary …
[HTML][HTML] Global hotspots and correlates of emerging zoonotic diseases
Zoonoses originating from wildlife represent a significant threat to global health, security and
economic growth, and combatting their emergence is a public health priority. However, our …
economic growth, and combatting their emergence is a public health priority. However, our …
Novel methods improve prediction of species' distributions from occurrence data
Prediction of species' distributions is central to diverse applications in ecology, evolution and
conservation science. There is increasing electronic access to vast sets of occurrence …
conservation science. There is increasing electronic access to vast sets of occurrence …
A working guide to boosted regression trees
Summary 1 Ecologists use statistical models for both explanation and prediction, and need
techniques that are flexible enough to express typical features of their data, such as …
techniques that are flexible enough to express typical features of their data, such as …
Springer series in statistics
The idea for this book came from the time the authors spent at the Statistics and Applied
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
[CITATION][C] Map** 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 …
Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data
Most methods for modeling species distributions from occurrence records require additional
data representing the range of environmental conditions in the modeled region. These data …
data representing the range of environmental conditions in the modeled region. These data …
Flash-flood susceptibility map** based on XGBoost, random forest and boosted regression trees
Historical exploration of flash flood events and producing flash-flood susceptibility maps are
crucial steps for decision makers in disaster management. In this article, classification and …
crucial steps for decision makers in disaster management. In this article, classification and …