OOIR: Observatory of International Research

Papers

(The median citation count of Remote Sensing in Ecology and Conservation is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)

Article	Citations
Mapping the world's coral reefs using a global multiscale earth observation framework	70
Using very‐high‐resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes	63
Real‐time insect tracking and monitoring with computer vision and deep learning	41
Monitoring spring phenology of individual tree crowns using drone‐acquired NDVI data	37
Machine learning to detect marine animals in UAV imagery: effect of morphology, spacing, behaviour and habitat	35
Automated detection of Hainan gibbon calls for passive acoustic monitoring	33
Extending deep learning approaches for forest disturbance segmentation on very high‐resolution satellite images	33
Ecoacoustics in the rain: understanding acoustic indices under the most common geophonic source in tropical rainforests	29
Spatial resolution, spectral metrics and biomass are key aspects in estimating plant species richness from spectral diversity in species‐rich grasslands	28
Quantifying large‐scale ecosystem stability with remote sensing data	28
Characterizing spatial variability in coastal wetland biomass across multiple scales using UAV and satellite imagery	28
Discovery of new colonies by Sentinel2 reveals good and bad news for emperor penguins	27
Ecoacoustics: acoustic sensing for biodiversity monitoring at scale	26
Application of the Random Encounter Model in citizen science projects to monitor animal densities	24
Dual visible‐thermal camera approach facilitates drone surveys of colonial marshbirds	24
21 000 birds in 4.5 h: efficient large‐scale seabird detection with machine learning	22
Integration of close‐range underwater photogrammetry with inspection and mesh processing software: a novel approach for quantifying ecological dynamics of temperate biogenic reefs	21
Regional matters: On the usefulness of regional land‐cover datasets in times of global change	19
Automatic flower detection and phenology monitoring using time‐lapse cameras and deep learning	18
Remote sensing data fusion as a tool for biomass prediction in extensive grasslands invaded by L. polyphyllus	18
Let your maps be fuzzy!—Class probabilities and floristic gradients as alternatives to crisp mapping for remote sensing of vegetation	18
HydroMoth: Testing a prototype low‐cost acoustic recorder for aquatic environments	18
Ultra‐high‐resolution mapping of biocrusts with Unmanned Aerial Systems	17
Multispecies detection and identification of African mammals in aerial imagery using convolutional neural networks	16
Random encounter model is a reliable method for estimating population density of multiple species using camera traps	16

Drone‐based thermal remote sensing provides an effective new tool for monitoring the abundance of roosting fruit bats	16
Using drones to reduce human disturbance while monitoring breeding status of an endangered raptor	16
Regional‐scale forest restoration effects on ecosystem resiliency to drought: a synthesis of vegetation and moisture trends on Google Earth Engine	16
Simultaneous monitoring of vegetation dynamics and wildlife activity with camera traps to assess habitat change	15
Monitoring ash dieback (Hymenoscyphus fraxineus) in British forests using hyperspectral remote sensing	15
Spy in the sky: a method to identify pregnant small cetaceans	14
Arboreal camera trapping: a reliable tool to monitor plant‐frugivore interactions in the trees on large scales	14
Classifying wetland‐related land cover types and habitats using fine‐scale lidar metrics derived from country‐wide Airborne Laser Scanning	14
Estimating inundation of small waterbodies with sub‐pixel analysis of Landsat imagery: long‐term trends in surface water area and evaluation of common drought indices	14
Mapping complex coastal wetland mosaics in Gabon for informed ecosystem management: use of object‐based classification	14
Cloud‐native seascape mapping of Mozambique’s Quirimbas National Park with Sentinel‐2	14
Wildfire severity and vegetation recovery drive post‐fire evapotranspiration in a southwestern pine‐oak forest, Arizona, USA	14
Global application of an unoccupied aerial vehicle photogrammetry protocol for predicting aboveground biomass in non‐forest ecosystems	13
Wildlife trail or systematic? Camera trap placement has little effect on estimates of mammal diversity in a tropical forest in Gabon	13
Modelling species distribution from camera trap by‐catch using a scale‐optimized occupancy approach	13
The effect of camera orientation on the detectability of wildlife: a case study from north‐western Australia	13
Optimizing tropical forest bird surveys using passive acoustic monitoring and high temporal resolution sampling	12
Passive acoustic monitoring reveals the role of habitat affinity in sensitivity of sub‐tropical East Asian bats to fragmentation	12
Do acoustically detectable species reflect overall diversity? A case study from Australia’s arid zone	11
Deep learning detects invasive plant species across complex landscapes using Worldview‐2 and Planetscope satellite imagery	11
Cameras replace human observers in multi‐species aerial counts in Murchison Falls, Uganda	11
Camera trap distance sampling for terrestrial mammal population monitoring: lessons learnt from aUKcase study	11
SmallSats: a new technological frontier in ecology and conservation?	11
The real potential of current passive satellite data to map aboveground biomass in tropical forests	11
How can Sentinel‐2 contribute to seagrass mapping in shallow, turbid Baltic Sea waters?	11
Remotely sensed variables explain microhabitat selection and reveal buffering behaviours against warming in a climate‐sensitive bird species	10
Earth observation for ecosystem accounting: spatially explicit national seagrass extent and carbon stock in Kenya, Tanzania, Mozambique and Madagascar	10
Improved fire severity mapping in the North American boreal forest using a hybrid composite method	10
Mainstreaming remotely sensed ecosystem functioning in ecological niche models	10
Remote sensing of wildlife connectivity networks and priority locations for conservation in the Southern Agricultural Growth Corridor (SAGCOT) in Tanzania	10
Are camera traps a reliable method for estimating activity patterns? A case study comparing technologies for estimating brown hyaena activity curves	9
Tracking canopy gaps in mangroves remotely using deep learning	9
Impact of pile‐driving and offshore windfarm operational noise on fish chorusing	8
Influence of altitude on tropical marine habitat classification using imagery from fixed‐wing, water‐landing UAVs	8
Seismic savanna: machine learning for classifying wildlife and behaviours using ground‐based vibration field recordings	8
Fine‐scale observations of spatio‐spectro‐temporal dynamics of bird vocalizations using robot audition techniques	8
Remote sensing liana infestation in an aseasonal tropical forest: addressing mismatch in spatial units of analyses	8
Remote sensing‐supported mapping of the activity of a subterranean landscape engineer across an afro‐alpine ecosystem	8
Improving the efficiency and accuracy of evaluating aridland riparian habitat restoration using unmanned aerial vehicles	8
Capturing hedgerow structure and flowering abundance with UAV remote sensing	8
Radar and multispectral remote sensing data accurately estimate vegetation vertical structure diversity as a fire resilience indicator	7
Mapping mangrove leaf area index (LAI) by combining remote sensing images with PROSAIL‐D and XGBoost methods	7
Underwater robots provide similar fish biodiversity assessments as divers on coral reefs	7
Interplay between topography, fog and vegetation in the central South Arabian mountains revealed using a novel Landsat fog detection technique	7
Canopy palm cover across the Brazilian Amazon forests mapped with airborneLiDARdata and deep learning	7
Illuminating den‐tree selection by an arboreal mammal using terrestrial laser scanning in northern Australia	7
Regional evaluation of satellite‐based methods for identifying end of vegetation growing season	7
Deep learning algorithm outperforms experienced human observer at detection of blue whale D‐calls: a double‐observer analysis	7
Predicting defoliator abundance and defoliation measurements using Landsat‐based condition scores	7
Interannual variation of gross primary production detected from optimal convolutional neural network at multi‐timescale water stress	7

Long‐duration remote underwater videos reveal that grazing by fishes is highly variable through time and dominated by non‐indigenous species	6
Interpolating missing land cover data using stochastic spatial random forests for improved change detection	6
Land cover classification of treeline ecotones along a 1100 km latitudinal transect using spectral‐ and three‐dimensional information from UAV‐based aerial imagery	6
Three‐dimensional mapping reveals scale‐dependent dynamics in biogenic reef habitat structure	6
Opportunities for improving conservation early warning and alert systems	6
Mapping terrestrial groundwater‐dependent ecosystems in arid Australia using Landsat‐8 time‐series data and singular value decomposition	6
Detecting overmature forests with airborne laser scanning (ALS)	6
Camera traps with white flash are a minimally invasive method for long‐term bat monitoring	6
Opening a new era of investigating unreachable cliff flora using smart UAVs	6
Using unoccupied aerial vehicles to map and monitor changes in emergent kelp canopy after an ecological regime shift	5
Mapping the spatial distribution of stand age and aboveground biomass from Landsat time series analyses of forest cover loss in tropical dry forests	5
Beyond tree cover: Characterizing southern China's forests using deep learning	5
Echolocation repetition rate as a proxy to monitor population structure and dynamics of sperm whales	5
Spaceborne LiDAR for characterizing forest structure across scales in the European Alps	5
Spectral reflectance of whale skin above the sea surface: a proposed measurement protocol	5
The development of a convolutional neural network for the automatic detection of Northern Bobwhite Colinus virginianus covey calls	5
UAV thermal image detects genetic trait differences among populations and genotypes of Fremont cottonwood (Populus fremontii, Salicaceae)	5
Airborne laser scanning reveals increased growth and complexity of boreal forest canopies across a network of ungulate exclosures in Norway	5
Riparian ecosystems mapping at fine scale: a density approach based on multi‐temporal UAV photogrammetric point clouds	4
Camera trapping with photos and videos: implications for ecology and citizen science	4
Combining unmanned aerial vehicles and satellite imagery to quantify areal extent of intertidal brown canopy‐forming macroalgae	4
Large‐scale assessment of intra‐ and inter‐annual breeding success using a remote camera network	4
Countrywide classification of permanent grassland habitats at high spatial resolution	4
Remote sensing and the UN Ocean Decade: high expectations, big opportunities	4
Best practices to account for capture probability and viewable area in camera‐based abundance estimation	4
Bidirectional drought‐related canopy dynamics across pantropical forests: a satellite‐based statistical analysis	4
Predicting resilience and stability of early second‐growth forests	4
LiDAR and multispectral imagery predict the occurrence of tree cavities suitable for a cavity‐nesting duck	4
Estimating animal density in three dimensions using capture‐frequency data from remote detectors	4
Radar and optical remote sensing for near real‐time assessments of cyclone impacts on coastal ecosystems	4
Remotely piloted aircraft systems remote sensing can effectively retrieve ecosystem traits of alpine grasslands on the Tibetan Plateau at a landscape scale	4
Using camera traps to estimate ungulate abundance: a comparison of mark–resight methods	4
A systematic framework for continuous monitoring of land use and vegetation dynamics in multiple heterogeneous mine sites	4
The influence of isolated thunderstorms and the low‐level wind field on nocturnally migrating birds in central North America	4
Widespread drought‐induced leaf shedding and legacy effects on productivity in European deciduous forests	3
Using Unoccupied Aerial Vehicles to estimate availability and group size error for aerial surveys of coastal dolphins	3
BatNet: a deep learning‐based tool for automated bat species identification from camera trap images	3
Comparison of 3D structural metrics on oyster reefs using unoccupied aircraft photogrammetry and terrestrial LiDAR across a tidal elevation gradient	3
Mexican agricultural frontier communities differ in forest dynamics with consequences for conservation and restoration	3
Commercial drones can provide accurate and effective monitoring of the world's rarest primate	3
Using airborne lidar to characterize North European terrestrial high‐dark‐diversity habitats	3
Accurate delineation of individual tree crowns in tropical forests from aerial RGB imagery using Mask R‐CNN	3
Monitoring shallow coral reef exposure to environmental stressors using satellite earth observation: the reef environmental stress exposure toolbox (RESET)	3
Resource pulses and human–wildlife conflicts: linking satellite indicators and ground data on forest productivity to predict brown bear damages	3
Landsat time series reveal forest loss and woody encroachment in the Ngorongoro Conservation Area, Tanzania	3
What shapes fire size and spread in African savannahs?	3
A convolutional neural network architecture designed for the automated survey of seabird colonies	3
Structure‐from‐motion photogrammetry demonstrates that fine‐scale seascape heterogeneity is essential in shaping mesophotic fish assemblages	3
Remote sensing in seagrass ecology: coupled dynamics between migratory herbivorous birds and intertidal meadows observed by satellite during four decades	3
Trialling camera traps to determine occupancy and breeding in burrowing seabirds	3
Exploring the link between spectral variance and upper canopy taxonomic diversity in a tropical forest: influence of spectral processing and feature selection	2
A semi‐automated camera trap distance sampling approach for population density estimation	2
Mapping water content in drying Antarctic moss communities using UAS‐borne SWIR imaging spectroscopy	2
Capturing long‐tailed individual tree diversity using an airborne imaging and a multi‐temporal hierarchical model	2
Forest edge structure from terrestrial laser scanning to explain bird biophony characteristics from acoustic indices	2
Mapping the long‐term influence of river discharge on coastal ocean chlorophyll‐a	2
Treeline remote sensing: from tracking treeline shifts to multi‐dimensional monitoring of ecotonal change	2
Combining environmental DNA with remote sensing variables to map fish species distributions along a large river	2
Imperfect detection and wildlife density estimation using aerial surveys with infrared and visible sensors	2
Characterizing aboveground biomass and tree cover of regrowing forests in Brazil using multi‐source remote sensing data	2
Stronger conservation promotes mangrove biomass accumulation: Insights from spatially explicit assessments using UAV and Landsat data	2
Regional estimates of a range‐extending ecosystem engineer using stereo‐imagery from ROV transects collected with an efficient, spatially balanced design	2
Using satellite data to assess spatial drivers of bird diversity	2
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Seabird surveillance: combining CCTV and artificial intelligence for monitoring and research	2
Quantifying the causes and consequences of variation in satellite‐derived population indices: a case study of emperor penguins	2
Shallow coastal water turbidity monitoring using Planet Dove satellites	2
Geomorphological development of aquatic mesohabitats in shore channels along longitudinal training dams	2
Automated visitor and wildlife monitoring with camera traps and machine learning	2
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