Towards the fully automated monitoring of ecological communities

Transformers in Vision: A Survey

(2022) Salman Khan et al.   ACM COMPUTING SURVEYS

Measuring biodiversity from DNA in the air

(2022) Elizabeth L. Clare et al.   CURRENT BIOLOGY

Airborne environmental DNA for terrestrial vertebrate community monitoring

(2022) Christina Lynggaard et al.   CURRENT BIOLOGY

Seasonal dynamics of competition between honey bees and wild bees in a protected Mediterranean scrubland

(2022) Lise Ropars et al.   OIKOS

Miniaturization eliminates detectable impacts of drones on bat activity

(2022) Kayla Kuhlmann et al.   Methods in Ecology and Evolution

Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images

(2022) Reenul Reedha et al.   Remote Sensing

Towards a multisensor station for automated biodiversity monitoring

(2022) J.Wolfgang Wägele et al.   BASIC AND APPLIED ECOLOGY

Multi-animal pose estimation, identification and tracking with DeepLabCut

(2022) Jessy Lauer et al.   NATURE METHODS

Computational bioacoustics with deep learning: a review and roadmap

(2022) Dan Stowell   PeerJ

Identification and Characterization of Marine Microorganisms by Tandem Mass Spectrometry Proteotyping

(2022) Clément Lozano et al.   Microorganisms

A National Scale “BioBlitz” Using Citizen Science and eDNA Metabarcoding for Monitoring Coastal Marine Fish

(2022) Sune Agersnap et al.   Frontiers in Marine Science

Automatic flower detection and phenology monitoring using time‐lapse cameras and deep learning

(2022) Hjalte M. R. Mann et al.   Remote Sensing in Ecology and Conservation

Emerging technologies revolutionise insect ecology and monitoring

(2022) Roel van Klink et al.   TRENDS IN ECOLOGY & EVOLUTION

Biodegradable sensors are ready to transform autonomous ecological monitoring

(2022) Sarab S. Sethi et al.   Nature Ecology & Evolution

Estimating individual level plant traits at scale

(2021) Sergio Marconi et al.   ECOLOGICAL APPLICATIONS

Activity pattern study of Asiatic black bear (Ursus thibetanus) in the Qinling Mountains, China, by using infrared camera traps

(2021) Babar Zahoor et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Nonlinear trends in abundance and diversity and complex responses to climate change in Arctic arthropods

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

Validating eDNA Measurements of the Richness and Abundance of Anurans at a Large Scale

(2021) Wenhao Li et al.   JOURNAL OF ANIMAL ECOLOGY

Satellite prediction of forest flowering phenology

(2021) Dan J. Dixon et al.   REMOTE SENSING OF ENVIRONMENT

Automated detection of wildlife using drones: Synthesis, opportunities and constraints

(2021) Evangeline Corcoran et al.   Methods in Ecology and Evolution

Automated location invariant animal detection in camera trap images using publicly available data sources

(2021) Andrew Shepley et al.   Ecology and Evolution

TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields

(2021) Tristan Walter et al.   eLife

A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network

(2021) Ben G Weinstein et al.   eLife

Phenotypic Analysis of Microalgae Populations Using Label-Free Imaging Flow Cytometry and Deep Learning

(2021) Çaǧatay Işıl et al.   ACS Photonics

Provoking a Cultural Shift in Data Quality

(2021) Sarah E McCord et al.   BIOSCIENCE

Assessing long‐term effects of artificial light at night on insects: what is missing and how to get there

(2021) Gregor Kalinkat et al.   Insect Conservation and Diversity

SITES AquaNet : An open infrastructure for mesocosm experiments with high frequency sensor monitoring across lakes

(2021) P. Urrutia‐Cordero et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

U-Infuse: Democratization of Customizable Deep Learning for Object Detection

(2021) Andrew Shepley et al.   SENSORS

A Deep Learning Method for 3D Object Classification and Retrieval Using the Global Point Signature Plus and Deep Wide Residual Network

(2021) Long Hoang et al.   SENSORS

Automatic detection of fish and tracking of movement for ecology

(2021) Sebastian Lopez‐Marcano et al.   Ecology and Evolution

Evaluating new technology for biodiversity monitoring: Are drone surveys biased?

(2021) Evangeline Corcoran et al.   Ecology and Evolution

Fieldable Environmental DNA Sequencing to Assess Jellyfish Biodiversity in Nearshore Waters of the Florida Keys, United States

(2021) Cheryl Lewis Ames et al.   Frontiers in Marine Science

Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology

(2021) Moritz D. Lürig et al.   Frontiers in Ecology and Evolution

Drone‐based thermal remote sensing provides an effective new tool for monitoring the abundance of roosting fruit bats

(2021) Eliane D. McCarthy et al.   Remote Sensing in Ecology and Conservation

Using drones to reduce human disturbance while monitoring breeding status of an endangered raptor

(2021) Diego Gallego et al.   Remote Sensing in Ecology and Conservation

Optimizing passive acoustic systems for marine mammal detection and localization: Application to real-time monitoring north Atlantic right whales in Gulf of St. Lawrence

(2021) Cédric Gervaise et al.   APPLIED ACOUSTICS

A Comprehensive Overview of Technologies for Species and Habitat Monitoring and Conservation

(2021) José J Lahoz-Monfort et al.   BIOSCIENCE

A review of 28 free animal-tracking software applications: current features and limitations

(2021) Veronica Panadeiro et al.   LAB ANIMAL

Why trees grow at night

(2021) Roman Zweifel et al.   NEW PHYTOLOGIST

Ecology in the age of automation

(2021) Timothy H. Keitt et al.   SCIENCE

Improving Animal Monitoring Using Small Unmanned Aircraft Systems (sUAS) and Deep Learning Networks

(2021) Meilun Zhou et al.   SENSORS

Broad‐scale applications of the Raspberry Pi: A review and guide for biologists

(2021) Jolle W. Jolles   Methods in Ecology and Evolution

BatRack: An open‐source multi‐sensor device for wildlife research

(2021) Jannis Gottwald et al.   Methods in Ecology and Evolution

Linking camera‐trap data to taxonomy: Identifying photographs of morphologically similar chipmunks

(2021) Fiona E. McKibben et al.   Ecology and Evolution

Fusion neural networks for plant classification: learning to combine RGB, hyperspectral, and lidar data

(2021) Victoria M. Scholl et al.   PeerJ

AniLength: GUI-based automatic worm length measurement software using image processing and deep neural network

(2021) Sang-Kyu Jung   SoftwareX

Low-cost action cameras offer potential for widespread acoustic monitoring of marine ecosystems

(2021) Lucille Chapuis et al.   ECOLOGICAL INDICATORS

Global patterns of resilience decline in vertebrate populations

(2021) Pol Capdevila et al.   ECOLOGY LETTERS

Number of growth days and not length of the growth period determines radial stem growth of temperate trees

(2021) Sophia Etzold et al.   ECOLOGY LETTERS

Combining UAV-based hyperspectral and LiDAR data for mangrove species classification using the rotation forest algorithm

(2021) Jingjing Cao et al.   International Journal of Applied Earth Observation and Geoinformation

Invertebrates for vertebrate biodiversity monitoring: comparisons using three insect taxa as iDNA samplers

(2021) Aimee L. Massey et al.   Molecular Ecology Resources

Multiscale assessment of land surface phenology from harmonized Landsat 8 and Sentinel-2, PlanetScope, and PhenoCam imagery

(2021) Minkyu Moon et al.   REMOTE SENSING OF ENVIRONMENT

phenopype : A phenotyping pipeline for Python

(2021) Moritz D. Lürig   Methods in Ecology and Evolution

Real‐time insect tracking and monitoring with computer vision and deep learning

(2021) Kim Bjerge et al.   Remote Sensing in Ecology and Conservation

Bio-acoustic tracking and localization using heterogeneous, scalable microphone arrays

(2021) Erik Verreycken et al.   Communications Biology

An experimental approach to evaluate the potential of drones in terrestrial mammal research: a gregarious ungulate as a study model

(2020) Natalia M. Schroeder et al.   Royal Society Open Science

Using two drones to simultaneously monitor visual and acoustic behaviour of gray whales (Eschrichtius robustus) in Baja California, Mexico

(2020) Héloïse Frouin-Mouy et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

Return of the “age of dinoflagellates” in Monterey Bay: Drivers of dinoflagellate dominance examined using automated imaging flow cytometry and long-term time series analysis

(2020) Alexis D. Fischer et al.   LIMNOLOGY AND OCEANOGRAPHY

iEcology: Harnessing Large Online Resources to Generate Ecological Insights

(2020) Ivan Jarić et al.   TRENDS IN ECOLOGY & EVOLUTION

Hyperspectral and Multispectral Remote Sensing Image Fusion Based on Endmember Spatial Information

(2020) Xiaoxiao Feng et al.   Remote Sensing

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images

(2020) Gabriela Takahashi Miyoshi et al.   Remote Sensing

Effective ecosystem monitoring requires a multi‐scaled approach

(2020) Ben D. Sparrow et al.   BIOLOGICAL REVIEWS

Near-real time forecasting and change detection for an open ecosystem with complex natural dynamics

(2020) Jasper A. Slingsby et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Online tracking of ants based on deep association metrics: method, dataset and evaluation

(2020) Xiaoyan Cao et al.   PATTERN RECOGNITION

SAFE Acoustics: An open‐source, real‐time eco‐acoustic monitoring network in the tropical rainforests of Borneo

(2020) Sarab S. Sethi et al.   Methods in Ecology and Evolution

Remote, autonomous real-time monitoring of environmental DNA from commercial fish

(2020) Brian K. Hansen et al.   Scientific Reports

Monitoring of a Nearshore Small Dolphin Species Using Passive Acoustic Platforms and Supervised Machine Learning Techniques

(2020) Francesco Caruso et al.   Frontiers in Marine Science

Near real-time marine mammal monitoring from gliders: Practical challenges, system development, and management implications

(2020) Katie A. Kowarski et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

An unexpectedly large count of trees in the West African Sahara and Sahel

(2020) Martin Brandt et al.   NATURE

Maximizing the value of forest restoration for tropical mammals by detecting three-dimensional habitat associations

(2020) Nicolas J. Deere et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

DeepForest: A Python package for RGB deep learning tree crown delineation

(2020) Ben G. Weinstein et al.   Methods in Ecology and Evolution

Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods

(2020) Etienne David et al.   Plant Phenomics

Exploring coral reef biodiversity via underwater soundscapes

(2020) Tzu-Hao Lin et al.   BIOLOGICAL CONSERVATION

Seasonality in ecology: Progress and prospects in theory

(2020) Easton R. White et al.   Ecological Complexity

Robust Species Distribution Mapping of Crop Mixtures Using Color Images and Convolutional Neural Networks

(2020) Søren Kelstrup Skovsen et al.   SENSORS

Passive acoustic monitoring gives new insight into year-round duetting behaviour of a tropical songbird

(2020) Paweł Szymański et al.   ECOLOGICAL INDICATORS

Automated classification of bees and hornet using acoustic analysis of their flight sounds

(2019) Satoshi Kawakita et al.   APIDOLOGIE

Development of a Mushroom Growth Measurement System Applying Deep Learning for Image Recognition

(2019) Chuan-Pin Lu et al.   Agronomy-Basel

Snap happy: camera traps are an effective sampling tool when compared with alternative methods

(2019) Oliver R. Wearn et al.   Royal Society Open Science

Testing unmanned aerial systems for monitoring wildlife at night

(2019) Alex W. Ireland et al.   WILDLIFE SOCIETY BULLETIN

Terrestrial mammalian wildlife responses to Unmanned Aerial Systems approaches

(2019) Emily Bennitt et al.   Scientific Reports

A new mesocosm system to study the effects of environmental variability on marine species and communities

(2019) Christian Pansch et al.   LIMNOLOGY AND OCEANOGRAPHY-METHODS

Essential biodiversity variables for mapping and monitoring species populations

(2019) Walter Jetz et al.   Nature Ecology & Evolution

Automatic acoustic identification of individuals in multiple species: improving identification across recording conditions

(2019) Dan Stowell et al.   Journal of the Royal Society Interface

Influence of high-resolution data on the assessment of forest fragmentation

(2019) J. Wickham et al.   LANDSCAPE ECOLOGY

Uncovering Ecological Patterns with Convolutional Neural Networks

(2019) Philip G. Brodrick et al.   TRENDS IN ECOLOGY & EVOLUTION

MeshCNN

(2019) Rana Hanocka et al.   ACM TRANSACTIONS ON GRAPHICS

Autonomous sound recording outperforms human observation for sampling birds: a systematic map and user guide

(2019) Kevin Darras et al.   ECOLOGICAL APPLICATIONS

Passive acoustic monitoring as a potential tool to survey animal and ecosystem processes in freshwater environments

(2019) Camille Desjonquères et al.   FRESHWATER BIOLOGY

Automated bioacoustics: methods in ecology and conservation and their potential for animal welfare monitoring

(2019) Michael P. Mcloughlin et al.   Journal of the Royal Society Interface

Using DeepLabCut for 3D markerless pose estimation across species and behaviors

(2019) Tanmay Nath et al.   Nature Protocols

Applications for deep learning in ecology

(2019) Sylvain Christin et al.   Methods in Ecology and Evolution

Quantifying Leaf Phenology of Individual Trees and Species in a Tropical Forest Using Unmanned Aerial Vehicle (UAV) Images

(2019) John Y. Park et al.   Remote Sensing

Development of a chemical fingerprint as a tool to distinguish closely related Tinospora species and quantitation of marker compounds

(2019) Abidah Parveen et al.   JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS

Classification of red hind grouper call types using random ensemble of stacked autoencoders

(2019) Ali K. Ibrahim et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Whale counting in satellite and aerial images with deep learning

(2019) Emilio Guirado et al.   Scientific Reports

Automated tracking and analysis of ant trajectories shows variation in forager exploration

(2019) Natalie Imirzian et al.   Scientific Reports

Machine Learning and Deep Learning Methods for Intrusion Detection Systems: A Survey

(2019) Hongyu Liu et al.   Applied Sciences-Basel

Efficacy of automated detection of motion in wildlife monitoring videos

(2019) Bruce G. Marcot et al.   WILDLIFE SOCIETY BULLETIN

Comparing an automated high-definition oblique camera system to rear-seat-observers in a wildlife survey in Tsavo, Kenya: Taking multi-species aerial counts to the next level

(2019) Richard Lamprey et al.   BIOLOGICAL CONSERVATION

Pervasive human-driven decline of life on Earth points to the need for transformative change

(2019) Sandra Díaz et al.   SCIENCE

A Comprehensive Survey on Internet of Things (IoT) Toward 5G Wireless Systems

(2019) Lalit Chettri et al.   IEEE Internet of Things Journal

AURITA: an affordable, autonomous recording device for acoustic monitoring of audible and ultrasonic frequencies

(2018) Richard D. Beason et al.   BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING

Situating Ecology as a Big-Data Science: Current Advances, Challenges, and Solutions

(2018) Scott S Farley et al.   BIOSCIENCE

Classifying elephant behaviour through seismic vibrations

(2018) Beth Mortimer et al.   CURRENT BIOLOGY

Detection and characterisation of deep-sea benthopelagic animals from an autonomous underwater vehicle with a multibeam echosounder: A proof of concept and description of data-processing methods

(2018) Katherine M. Dunlop et al.   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS

Developing recommendations for monitoring wildlife underpass usage using trail cameras

(2018) Dorian Pomezanski et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

Supervised machine learning outperforms taxonomy-based environmental DNA metabarcoding applied to biomonitoring

(2018) Tristan Cordier et al.   Molecular Ecology Resources

Measuring behavioral responses of sea turtles, saltwater crocodiles, and crested terns to drone disturbance to define ethical operating thresholds

(2018) Elizabeth Bevan et al.   PLoS One

Iterative near-term ecological forecasting: Needs, opportunities, and challenges

(2018) Michael C. Dietze et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

(2018) Mohammad Sadegh Norouzzadeh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Overcoming the Data Crisis in Biodiversity Conservation

(2018) Holly K. Kindsvater et al.   TRENDS IN ECOLOGY & EVOLUTION

AudioMoth: Evaluation of a smart open acoustic device for monitoring biodiversity and the environment

(2018) Andrew P. Hill et al.   Methods in Ecology and Evolution

Bat detective—Deep learning tools for bat acoustic signal detection

(2018) Oisin Mac Aodha et al.   PLoS Computational Biology

Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2018) Ninni Saarinen et al.   Remote Sensing

Futurecasting ecological research: the rise of technoecology

(2018) Blake M. Allan et al.   Ecosphere

Beyond Chemical Triggers: Evidence for Sound-Evoked Physiological Reactions in Plants

(2018) Jihye Jung et al.   Frontiers in Plant Science

Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery

(2018) Andrew D. Richardson et al.   Scientific Data

Songbird dynamics under the sea: acoustic interactions between humpback whales suggest song mediates male interactions

(2018) Danielle M. Cholewiak et al.   Royal Society Open Science

Environmental DNA illuminates the dark diversity of sharks

(2018) Germain Boussarie et al.   Science Advances

Lab-on-a-Chip Technology for Environmental Monitoring of Microorganisms

(2018) Bidhan Chandra Dhar et al.   BioChip Journal

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

(2018) Alexander Mathis et al.   NATURE NEUROSCIENCE

Towards an Autonomous Pelagic Observatory: Experiences from Monitoring Fish Communities around Drifting FADs

(2018) Patrice Brehmer et al.   THALASSAS

A Wood Biology Agenda to Support Global Vegetation Modelling

(2018) Pieter A. Zuidema et al.   TRENDS IN PLANT SCIENCE

Machine learning for image based species identification

(2018) Jana Wäldchen et al.   Methods in Ecology and Evolution

Robust, real-time and autonomous monitoring of ecosystems with an open, low-cost, networked device

(2018) Sarab S. Sethi et al.   Methods in Ecology and Evolution

MAPLE (modular automated platform for large-scale experiments), a robot for integrated organism-handling and phenotyping

(2018) Tom Alisch et al.   eLife

Minimum Time Required to Detect Population Trends: The Need for Long-Term Monitoring Programs

(2018) Easton R White   BIOSCIENCE

Perspectives and challenges for the use of radar in biological conservation

(2018) Ommo Hüppop et al.   ECOGRAPHY

Fast animal pose estimation using deep neural networks

(2018) Talmo D. Pereira et al.   NATURE METHODS

Tracking seasonal rhythms of plants in diverse ecosystems with digital camera imagery

(2018) Andrew D. Richardson   NEW PHYTOLOGIST

Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring

(2018) Rory Gibb et al.   Methods in Ecology and Evolution

Bears habituate to the repeated exposure of a novel stimulus, unmanned aircraft systems

(2018) Mark A Ditmer et al.   Conservation Physiology

Using super-high resolution satellite imagery to census threatened albatrosses

(2017) Peter T. Fretwell et al.   IBIS

A computer vision for animal ecology

(2017) Ben G. Weinstein   JOURNAL OF ANIMAL ECOLOGY

Marine mammals and sonar: Dose-response studies, the risk-disturbance hypothesis and the role of exposure context

(2017) Catriona M. Harris et al.   JOURNAL OF APPLIED ECOLOGY

Automatic Counting of Large Mammals from Very High Resolution Panchromatic Satellite Imagery

(2017) Yifei Xue et al.   Remote Sensing

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

(2017) Olli Nevalainen et al.   Remote Sensing

Using mobile phones as acoustic sensors for high-throughput mosquito surveillance

(2017) Haripriya Mukundarajan et al.   eLife

Acoustic correlates of body size and individual identity in banded penguins

(2017) Livio Favaro et al.   PLoS One

Unmanned aircraft systems as a new source of disturbance for wildlife: A systematic review

(2017) Margarita Mulero-Pázmány et al.   PLoS One

Ecological Insights from Pelagic Habitats Acquired Using Active Acoustic Techniques

(2016) Kelly J. Benoit-Bird et al.   Annual Review of Marine Science

Feasibility of using high-resolution satellite imagery to assess vertebrate wildlife populations

(2016) Michelle A. LaRue et al.   CONSERVATION BIOLOGY

Local bumble bee decline linked to recovery of honey bees, drought effects on floral resources

(2016) Diane M. Thomson   ECOLOGY LETTERS

Scaling-up camera traps: monitoring the planet's biodiversity with networks of remote sensors

(2016) Robin Steenweg et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Allometric equations for integrating remote sensing imagery into forest monitoring programmes

(2016) Tommaso Jucker et al.   GLOBAL CHANGE BIOLOGY

Tracking and forecasting ecosystem interactions in real time

(2016) Ethan R. Deyle et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Biodiversity as a multidimensional construct: a review, framework and case study of herbivory's impact on plant biodiversity

(2016) S. Naeem et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Geometrically explicit description of forest canopy based on 3D triangulations of airborne laser scanning data

(2016) Jari Vauhkonen et al.   REMOTE SENSING OF ENVIRONMENT

Lidar detection of individual tree size in tropical forests

(2016) António Ferraz et al.   REMOTE SENSING OF ENVIRONMENT

Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences

(2016) Jan U.H. Eitel et al.   REMOTE SENSING OF ENVIRONMENT

Mass seasonal bioflows of high-flying insect migrants

(2016) Gao Hu et al.   SCIENCE

Unmanned Aerial Vehicles (UAVs) and Artificial Intelligence Revolutionizing Wildlife Monitoring and Conservation

(2016) Luis Gonzalez et al.   SENSORS

Including trait-based early warning signals helps predict population collapse

(2016) Christopher F. Clements et al.   Nature Communications

Tree-centric mapping of forest carbon density from airborne laser scanning and hyperspectral data

(2016) Michele Dalponte et al.   Methods in Ecology and Evolution

MALDI-TOF Mass Spectrometry Discriminates Known Species and Marine Environmental Isolates of Pseudoalteromonas

(2016) Kaveh Emami et al.   Frontiers in Microbiology

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

Experimental field studies to measure behavioral responses of cetaceans to sonar

(2016) BL Southall et al.   Endangered Species Research

Wildlife monitoring with unmanned aerial vehicles: Quantifying distance to auditory detection

(2016) Corey A. Scobie et al.   WILDLIFE SOCIETY BULLETIN

Bears Show a Physiological but Limited Behavioral Response to Unmanned Aerial Vehicles

(2015) Mark A. Ditmer et al.   CURRENT BIOLOGY

The ecological forecast horizon, and examples of its uses and determinants

(2015) Owen L. Petchey et al.   ECOLOGY LETTERS

Landscape biogeochemistry reflected in shifting distributions of chemical traits in the Amazon forest canopy

(2015) Gregory P. Asner et al.   Nature Geoscience

Quantifying forest canopy traits: Imaging spectroscopy versus field survey

(2015) Gregory P. Asner et al.   REMOTE SENSING OF ENVIRONMENT

Terrestrial animal tracking as an eye on life and planet

(2015) R. Kays et al.   SCIENCE

Emerging Technologies to Conserve Biodiversity

(2015) Stuart L. Pimm et al.   TRENDS IN ECOLOGY & EVOLUTION

The effectiveness and cost of camera traps for surveying small reptiles and critical weight range mammals: a comparison with labour-intensive complementary methods

(2015) Dustin J. Welbourne et al.   WILDLIFE RESEARCH

A High Throughput Ambient Mass Spectrometric Approach to Species Identification and Classification from Chemical Fingerprint Signatures

(2015) Rabi A. Musah et al.   Scientific Reports

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level

(2015) Roope Näsi et al.   Remote Sensing

Surveying Moths Using Light Traps: Effects of Weather and Time of Year

(2014) Dennis Jonason et al.   PLoS One

Automated Detection and Recognition of Wildlife Using Thermal Cameras

(2014) Peter Christiansen et al.   SENSORS

Taking the pulse of a continent: expanding site-based research infrastructure for regional- to continental-scale ecology

(2014) Debra P. C. Peters et al.   Ecosphere

Big data and the future of ecology

(2013) Stephanie E Hampton et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Krill biomass and aggregation structure in relation to tidal cycle in a penguin foraging region off the Western Antarctic Peninsula

(2013) K. S. Bernard et al.   ICES JOURNAL OF MARINE SCIENCE

Effects of directional environmental change on extinction dynamics in experimental microbial communities are predicted by a simple model

(2013) Christopher F. Clements et al.   OIKOS

Sensing Solutions for Collecting Spatio-Temporal Data for Wildlife Monitoring Applications: A Review

(2013) Mitra Baratchi et al.   SENSORS

Animal biometrics: quantifying and detecting phenotypic appearance

(2013) Hjalmar S. Kühl et al.   TRENDS IN ECOLOGY & EVOLUTION

Implementing image analysis in laboratory-based experimental systems for ecology and evolution: a hands-on guide

(2013) Frank Pennekamp et al.   Methods in Ecology and Evolution

Flow cytometry for the development of biotechnological processes with microalgae

(2012) P. Hyka et al.   BIOTECHNOLOGY ADVANCES

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Automatic Detection of Animals in Mowing Operations Using Thermal Cameras

(2012) Kim Arild Steen et al.   SENSORS

An Automated Platform for Phytoplankton Ecology and Aquatic Ecosystem Monitoring

(2011) Francesco Pomati et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Airborne discrete-return LIDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index

(2011) Lauri Korhonen et al.   REMOTE SENSING OF ENVIRONMENT

A new methodology to infer the singing activity of an avian community: The Acoustic Complexity Index (ACI)

(2010) N. Pieretti et al.   ECOLOGICAL INDICATORS

Comparison of Methods of Monitoring Wildlife Crossing-Structures on Highways

(2009) Adam T. Ford et al.   JOURNAL OF WILDLIFE MANAGEMENT

Automatic identification of bird targets with radar via patterns produced by wing flapping

(2008) S. Zaugg et al.   Journal of the Royal Society Interface