A quantitative review of abundance‐based species distribution models
The contributions of species to ecosystem functions or services depend not only on their
presence but also on their local abundance. Progress in predictive spatial modelling has …
presence but also on their local abundance. Progress in predictive spatial modelling has …
Species distribution modeling for machine learning practitioners: A review
Conservation science depends on an accurate understanding of what's happening in a
given ecosystem. How many species live there? What is the makeup of the population? How …
given ecosystem. How many species live there? What is the makeup of the population? How …
Target‐group backgrounds prove effective at correcting sampling bias in Maxent models
RA Barber, SG Ball, RKA Morris… - Diversity and …, 2022 - Wiley Online Library
Aim Accounting for sampling bias is the greatest challenge facing presence‐only and
presence‐background species distribution models; no matter what type of model is chosen …
presence‐background species distribution models; no matter what type of model is chosen …
Assessing the reliability of species distribution projections in climate change research
Aim Forecasting changes in species distribution under future scenarios is one of the most
prolific areas of application for species distribution models (SDMs). However, no consensus …
prolific areas of application for species distribution models (SDMs). However, no consensus …
[HTML][HTML] Evaluation metrics and validation of presence-only species distribution models based on distributional maps with varying coverage
K Konowalik, A Nosol - Scientific Reports, 2021 - nature.com
We examine how different datasets, including georeferenced hardcopy maps of different
extents and georeferenced herbarium specimens (spanning the range from 100 to 85,000 …
extents and georeferenced herbarium specimens (spanning the range from 100 to 85,000 …
Recommendations for quantifying and reducing uncertainty in climate projections of species distributions
Projecting the future distributions of commercially and ecologically important species has
become a critical approach for ecosystem managers to strategically anticipate change, but …
become a critical approach for ecosystem managers to strategically anticipate change, but …
Top ten hazards to avoid when modeling species distributions: a didactic guide of assumptions, problems, and recommendations
M Soley‐Guardia, DF Alvarado‐Serrano… - Ecography, 2024 - Wiley Online Library
Species distribution models, also known as ecological niche models or habitat suitability
models, have become commonplace for addressing fundamental and applied biodiversity …
models, have become commonplace for addressing fundamental and applied biodiversity …
Trade‐offs in covariate selection for species distribution models: a methodological comparison
Species distribution models (SDMs) are a common approach to describing species' space‐
use and spatially‐explicit abundance. With a myriad of model types, methods and …
use and spatially‐explicit abundance. With a myriad of model types, methods and …
Evaluating presence‐only species distribution models with discrimination accuracy is uninformative for many applications
Aim Species distribution models are used across evolution, ecology, conservation and
epidemiology to make critical decisions and study biological phenomena, often in cases …
epidemiology to make critical decisions and study biological phenomena, often in cases …
Simulation tests of methods in evolution, ecology, and systematics: pitfalls, progress, and principles
KE Lotterhos, MC Fitzpatrick… - Annual review of …, 2022 - annualreviews.org
Complex statistical methods are continuously developed across the fields of ecology,
evolution, and systematics (EES). These fields, however, lack standardized principles for …
evolution, and systematics (EES). These fields, however, lack standardized principles for …