CollembolAI , a macrophotography and computer vision workflow to digitize and characterize samples of soil invertebrate communities preserved in fluid

Deep learning and computer vision will transform entomology

(2021) Toke T. Høye et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spontaneous regeneration of Collembola assemblages in a raised bog after human-induced disturbance

(2021) Marek Sławski et al.   APPLIED SOIL ECOLOGY

GC bias affects genomic and metagenomic reconstructions, underrepresenting GC-poor organisms

(2020) Patrick Denis Browne et al.   GigaScience

BOLD and GenBank revisited – Do identification errors arise in the lab or in the sequence libraries?

(2020) Mikko Pentinsaari et al.   PLoS One

Deep learning for environmental conservation

(2019) Aakash Lamba et al.   CURRENT BIOLOGY

Challenges and Opportunities for Soil Biodiversity in the Anthropocene

(2019) Stefan Geisen et al.   CURRENT BIOLOGY

Automated EEG-based screening of depression using deep convolutional neural network

(2018) U. Rajendra Acharya et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Soil biodiversity and soil erosion: It is time to get married

(2018) Alberto Orgiazzi et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

A universal SNP and small-indel variant caller using deep neural networks

(2018) Ryan Poplin et al.   NATURE BIOTECHNOLOGY

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Quantifying and mapping threats to soil biodiversity in Nanjing, China

(2017) Baojie Li et al.   EUROPEAN JOURNAL OF SOIL BIOLOGY

MtDNA metagenomics reveals large-scale invasion of belowground arthropod communities by introduced species

(2017) Francesco Cicconardi et al.   MOLECULAR ECOLOGY

Evaluation of mesofauna communities as soil quality indicators in a national-level monitoring programme

(2017) Paul B.L. George et al.   SOIL BIOLOGY & BIOCHEMISTRY

The Edaphobase project of GBIF-Germany—A new online soil-zoological data warehouse

(2014) U. Burkhardt et al.   APPLIED SOIL ECOLOGY

Simultaneous Loss of Soil Biodiversity and Functions along a Copper Contamination Gradient: When Soil Goes to Sleep

(2014) Muhammad Naveed et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS