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Open challenges for microbial network construction and analysis
K Faust - The ISME Journal, 2021 - academic.oup.com
Microbial network construction is a popular explorative data analysis technique in
microbiome research. Although a large number of microbial network construction tools has …
microbiome research. Although a large number of microbial network construction tools has …
[HTML][HTML] Benthic habitat map**: A review of three decades of map** biological patterns on the seafloor
What is benthic habitat map**, how is it accomplished, and how has that changed over
time? We query the published literature to answer these questions and synthesize the …
time? We query the published literature to answer these questions and synthesize the …
Selecting critical features for data classification based on machine learning methods
Feature selection becomes prominent, especially in the data sets with many variables and
features. It will eliminate unimportant variables and improve the accuracy as well as the …
features. It will eliminate unimportant variables and improve the accuracy as well as the …
Co‐occurrence is not evidence of ecological interactions
There is a rich amount of information in co‐occurrence (presence–absence) data that could
be used to understand community assembly. This proposition first envisioned by Forbes …
be used to understand community assembly. This proposition first envisioned by Forbes …
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 …
Outstanding challenges and future directions for biodiversity monitoring using citizen science data
A Johnston, E Matechou… - Methods in Ecology and …, 2023 - Wiley Online Library
There is increasing availability and use of unstructured and semi‐structured citizen science
data in biodiversity research and conservation. This expansion of a rich source of 'big …
data in biodiversity research and conservation. This expansion of a rich source of 'big …
A comparison between Ensemble and MaxEnt species distribution modelling approaches for conservation: A case study with Egyptian medicinal plants
Understanding the relationship between the geographical distribution of taxa and their
environmental conditions is a key concept in ecology and conservation. The use of …
environmental conditions is a key concept in ecology and conservation. The use of …
Joint species distribution modelling with the r‐package Hmsc
Abstract Joint Species Distribution Modelling (JSDM) is becoming an increasingly popular
statistical method for analysing data in community ecology. Hierarchical Modelling of …
statistical method for analysing data in community ecology. Hierarchical Modelling of …
Embracing mountain microbiome and ecosystem functions under global change
Mountains are pivotal to maintaining habitat heterogeneity, global biodiversity, ecosystem
functions and services to humans. They have provided classic model natural systems for …
functions and services to humans. They have provided classic model natural systems for …
How to make more out of community data? A conceptual framework and its implementation as models and software
Community ecology aims to understand what factors determine the assembly and dynamics
of species assemblages at different spatiotemporal scales. To facilitate the integration …
of species assemblages at different spatiotemporal scales. To facilitate the integration …