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Free and open-access satellite data are key to biodiversity conservation

https://doi.org/10.1016/j.biocon.2014.11.048
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Synergies of multiple remote sensing data sources for REDD+ monitoring
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The art and science of multi-scale citizen science support
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Assessing capacities of non-Annex I countries for national forest monitoring in the context of REDD+
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ESA's sentinel missions in support of Earth system science
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A review of large area monitoring of land cover change using Landsat data
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Continuous monitoring of forest disturbance using all available Landsat imagery
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Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services
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Opening the archive: How free data has enabled the science and monitoring promise of Landsat
inferredcites →https://doi.org/10.1080/01431161.2012.674230openalex-snapshot
A global land-cover validation data set, part I: fundamental design principles
inferredcites →https://doi.org/10.1080/01431161.2012.748992openalex-snapshot
Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data
inferredcites →https://doi.org/10.1080/17538947.2012.713190openalex-snapshot
Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges
inferredcites →https://doi.org/10.1093/oso/9780199219940.001.0001openalex-snapshot
Remote Sensing for Ecology and Conservation
inferredcites →https://doi.org/10.1098/rstb.2013.0190openalex-snapshot
Satellite remote sensing, biodiversity research and conservation of the future
inferredcites →https://doi.org/10.1111/1365-2664.12261openalex-snapshot
Satellite remote sensing for applied ecologists: opportunities and challenges
inferredcites →https://doi.org/10.1111/j.1523-1739.2008.01083.xopenalex-snapshot
Delivering a Global, Terrestrial, Biodiversity Observation System through Remote Sensing
inferredcites →https://doi.org/10.1126/science.1187512openalex-snapshot
Global Biodiversity: Indicators of Recent Declines
inferredcites →https://doi.org/10.1126/science.1229803openalex-snapshot
Financial Costs of Meeting Global Biodiversity Conservation Targets: Current Spending and Unmet Needs
inferredcites →https://doi.org/10.1126/science.1244693openalex-snapshot
High-Resolution Global Maps of 21st-Century Forest Cover Change
inferredcites →https://doi.org/10.1126/science.320.5879.1011aopenalex-snapshot
Free Access to Landsat Imagery
inferredcites →https://doi.org/10.3133/fs20133003openalex-snapshot
What is the economic value of satellite imagery?
inferredcites →https://doi.org/10.4155/cmt.12.75openalex-snapshot
Linking community-based and national REDD+ monitoring: a review of the potential
inferredcites →https://doi.org/10.5194/bg-9-2145-2012openalex-snapshot
Revisiting land cover observation to address the needs of the climate modeling community

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Eco-DRR practices and research: Visualization and analysis of global perspectives
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2018.11.013openalex-snapshot
Ailanthus altissima mapping from multi-temporal very high resolution satellite images
inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2018.12.011openalex-snapshot
Participatory mapping of forest plantations with Open Foris and Google Earth Engine
inferred← citeshttps://doi.org/10.1016/j.jag.2016.06.025openalex-snapshot
The relationship between satellite-derived indices and species diversity across African savanna ecosystems
inferred← citeshttps://doi.org/10.1016/j.jag.2019.05.013openalex-snapshot
Monitoring the Sustainable Intensification of Arable Agriculture: the Potential Role of Earth Observation
inferred← citeshttps://doi.org/10.1016/j.jag.2021.102621openalex-snapshot
Mapping fractional woody cover in an extensive semi-arid woodland area at different spatial grains with Sentinel-2 and very high-resolution data
inferred← citeshttps://doi.org/10.1016/j.jaridenv.2020.104259openalex-snapshot
Influences of environmental heterogeneity on amphibian composition at breeding sites in a semiarid region of Mexico
inferred← citeshttps://doi.org/10.1016/j.jenvman.2019.06.098openalex-snapshot
Mapping potential, existing and efficient wetlands using free remote sensing data
inferred← citeshttps://doi.org/10.1016/j.jenvman.2020.110652openalex-snapshot
Using remote sensing to characterize riparian vegetation: A review of available tools and perspectives for managers
inferred← citeshttps://doi.org/10.1016/j.jenvman.2021.112249openalex-snapshot
Natural and anthropogenic forcings lead to contrasting vegetation response in long-term vs. short-term timeframes
inferred← citeshttps://doi.org/10.1016/j.jenvman.2022.115174openalex-snapshot
Land use synergies and conflicts identification in the framework of compatibility analyses and spatial assessment of ecological, socio-cultural and economic values
inferred← citeshttps://doi.org/10.1016/j.jenvman.2022.116023openalex-snapshot
Mapping an alien invasive shrub within conservation corridors using super-resolution satellite imagery
inferred← citeshttps://doi.org/10.1016/j.landusepol.2024.107221openalex-snapshot
Land system science and its contributions to sustainable development goals: A systematic review
inferred← citeshttps://doi.org/10.1016/j.renene.2024.121716openalex-snapshot
Nexus between economic growth, renewable energy and climate vulnerability: A global perspective using the EKC framework
inferred← citeshttps://doi.org/10.1016/j.resourpol.2024.105036openalex-snapshot
Examining the role of digitalization and technological innovation in promoting sustainable natural resource exploitation
inferred← citeshttps://doi.org/10.1016/j.rsase.2021.100648openalex-snapshot
Assessment of land use land cover dynamics and its drivers in Bechet Watershed Upper Blue Nile Basin, Ethiopia
inferred← citeshttps://doi.org/10.1016/j.rsase.2026.102122openalex-snapshot
A tree level carbon inventory in Cyprus enabled by the fusion of ground data and high-resolution aerial imagery with a deep learning model
inferred← citeshttps://doi.org/10.1016/j.rsase.2026.102270openalex-snapshot
Remote sensing of woody invasive alien plants in strategic water source areas of southern Africa: Part II - Advances and limitations in remote sensing and machine learning approaches
inferred← citeshttps://doi.org/10.1016/j.rse.2015.12.031openalex-snapshot
Detection of changes in semi-natural grasslands by cross correlation analysis with WorldView-2 images and new Landsat 8 data
inferred← citeshttps://doi.org/10.1016/j.rse.2016.10.040openalex-snapshot
High-resolution global maps of 21st-century annual forest loss: Independent accuracy assessment and application in a temperate forest region of Atlantic Canada
inferred← citeshttps://doi.org/10.1016/j.rse.2017.03.001openalex-snapshot
Assessing landscape connectivity for large mammals in the Caucasus using Landsat 8 seasonal image composites
inferred← citeshttps://doi.org/10.1016/j.rse.2017.08.005openalex-snapshot
Detecting microrefugia in semi-arid landscapes from remotely sensed vegetation dynamics
inferred← citeshttps://doi.org/10.1016/j.rse.2017.11.004openalex-snapshot
Building an exposed soil composite processor (SCMaP) for mapping spatial and temporal characteristics of soils with Landsat imagery (1984–2014)
inferred← citeshttps://doi.org/10.1016/j.rse.2018.05.033openalex-snapshot
An assessment of Landsat-8 atmospheric correction schemes and remote sensing reflectance products in coral reefs and coastal turbid waters
inferred← citeshttps://doi.org/10.1016/j.rse.2018.07.006openalex-snapshot
Mapping and assessment of vegetation types in the tropical rainforests of the Western Ghats using multispectral Sentinel-2 and SAR Sentinel-1 satellite imagery
inferred← citeshttps://doi.org/10.1016/j.rse.2018.12.009openalex-snapshot
The Dynamic Habitat Indices (DHIs) from MODIS and global biodiversity
inferred← citeshttps://doi.org/10.1016/j.rse.2019.05.024openalex-snapshot
Fmask 4.0: Improved cloud and cloud shadow detection in Landsats 4–8 and Sentinel-2 imagery
inferred← citeshttps://doi.org/10.1016/j.rse.2019.111218openalex-snapshot
Remote sensing of terrestrial plant biodiversity
inferred← citeshttps://doi.org/10.1016/j.rse.2020.111872openalex-snapshot
Recent trends and remaining challenges for optical remote sensing of Arctic tundra vegetation: A review and outlook
inferred← citeshttps://doi.org/10.1016/j.rse.2022.113195openalex-snapshot
Fifty years of Landsat science and impacts
inferred← citeshttps://doi.org/10.1016/j.rse.2023.113852openalex-snapshot
A method for continuous sub-annual mapping of forest disturbances using optical time series
inferred← citeshttps://doi.org/10.1016/j.rse.2024.113990openalex-snapshot
Remotely sensed habitat diversity predicts species diversity on coral reefs
inferred← citeshttps://doi.org/10.1016/j.rse.2026.115625openalex-snapshot
The BioSat indices designed for biodiversity science and conservation
inferred← citeshttps://doi.org/10.1016/j.scitotenv.2018.06.134openalex-snapshot
Managing plant invasions through the lens of remote sensing: A review of progress and the way forward
inferred← citeshttps://doi.org/10.1016/j.susgeo.2026.100018openalex-snapshot
Coupled analysis of hydroclimatic variability, land use land cover change, and socio-economic adaptation in Uttarakhand using integrated remote sensing and GIS techniques
inferred← citeshttps://doi.org/10.1016/j.techfore.2023.122357openalex-snapshot
Perspectives on user engagement of satellite Earth observation for water quality management
inferred← citeshttps://doi.org/10.1016/j.tourman.2023.104798openalex-snapshot
Progress on image analytics: Implications for tourism and hospitality research
inferred← citeshttps://doi.org/10.1016/j.trd.2026.105660openalex-snapshot
Environmental impacts of development of railways in a road dominated infrastructure
inferred← citeshttps://doi.org/10.1016/j.tree.2017.03.003openalex-snapshot
Priorities to Advance Monitoring of Ecosystem Services Using Earth Observation
inferred← citeshttps://doi.org/10.1016/j.tree.2019.04.004openalex-snapshot
The Role of Vegetated Coastal Wetlands for Marine Megafauna Conservation
inferred← citeshttps://doi.org/10.1017/s0959270916000678openalex-snapshot
A global threats overview for Numeniini populations: synthesising expert knowledge for a group of declining migratory birds
inferred← citeshttps://doi.org/10.1021/acs.est.6c05038openalex-snapshot
Spatiotemporal Prediction of River Fish Biodiversity by Multimodal Deep Learning of eDNA and Satellite Imagery
inferred← citeshttps://doi.org/10.1038/s41559-017-0176openalex-snapshot
Connecting Earth observation to high-throughput biodiversity data
inferred← citeshttps://doi.org/10.1038/s41559-021-01451-xopenalex-snapshot
Priority list of biodiversity metrics to observe from space
inferred← citeshttps://doi.org/10.1038/s41559-022-01702-5openalex-snapshot
Integrating remote sensing with ecology and evolution to advance biodiversity conservation
inferred← citeshttps://doi.org/10.1038/s41564-017-0062-xopenalex-snapshot
Detecting macroecological patterns in bacterial communities across independent studies of global soils
inferred← citeshttps://doi.org/10.1038/s41597-022-01635-5openalex-snapshot
High-resolution global maps of tidal flat ecosystems from 1984 to 2019
inferred← citeshttps://doi.org/10.1038/s41597-023-02899-1openalex-snapshot
SWECO25: a cross-thematic raster database for ecological research in Switzerland
inferred← citeshttps://doi.org/10.1038/s41597-025-06485-5openalex-snapshot
Ecological Integrity Index, timely annual tracking of biodiversity change
inferred← citeshttps://doi.org/10.1038/s41598-018-23136-5openalex-snapshot
Assessment of plant species diversity based on hyperspectral indices at a fine scale
inferred← citeshttps://doi.org/10.1038/s41598-024-54699-1openalex-snapshot
A machine learning approach for modeling the occurrence of the major intermediate hosts for schistosomiasis in East Africa
inferred← citeshttps://doi.org/10.1038/s41598-025-90446-wopenalex-snapshot
Bi-decadal trends in land cover and ecological dynamics across the Korean Peninsula with implications for sustainable development
inferred← citeshttps://doi.org/10.1057/s41292-025-00378-xopenalex-snapshot
Turning biodiversity data into evidence: the role of protocols in the epistemology of evidence-based conservation
inferred← citeshttps://doi.org/10.1080/01431161.2017.1302105openalex-snapshot
Temporal and spatial changes in the pattern of sandy desert and sandy land in northern China from 1975 to 2010 based on an analysis of Landsat images
inferred← citeshttps://doi.org/10.1080/01431161.2020.1718236openalex-snapshot
Accounting for twenty-first-century annual forest loss in the Atlantic Forest of Brazil using high-resolution global maps
inferred← citeshttps://doi.org/10.1080/01431161.2021.1913298openalex-snapshot
Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices
inferred← citeshttps://doi.org/10.1080/03632415.2017.1357911openalex-snapshot
Satellite and Airborne Remote Sensing Applications for Freshwater Fisheries
inferred← citeshttps://doi.org/10.1080/10106049.2023.2213203openalex-snapshot
Agricultural expansion into forest reserves in Zambia: a remote sensing approach
inferred← citeshttps://doi.org/10.1080/10106049.2024.2364680openalex-snapshot
Improved mapping of highland bamboo forests using Sentinel-2 time series and machine learning in Google Earth Engine
inferred← citeshttps://doi.org/10.1080/14888386.2015.1070373openalex-snapshot
Overcoming the challenges to conservation monitoring: integrating data fromin-situreporting and global data sets to measure impact and performance
inferred← citeshttps://doi.org/10.1080/14888386.2015.1075902openalex-snapshot
The roles and contributions of Biodiversity Observation Networks (BONs) in better tracking progress to 2020 biodiversity targets: a European case study
inferred← citeshttps://doi.org/10.1080/15481603.2019.1662167openalex-snapshot
Mapping the functional dimension of vegetation series in the Mediterranean region using multitemporal MODIS data
inferred← citeshttps://doi.org/10.1080/15481603.2024.2302221openalex-snapshot
Land cover changes in grassland landscapes: combining enhanced Landsat data composition, LandTrendr, and machine learning classification in google earth engine with MLP-ANN scenario forecasting
inferred← citeshttps://doi.org/10.1080/19475705.2024.2330514openalex-snapshot
Research on the evaluation model of ecological environment change and its internal driving mechanisms
inferred← citeshttps://doi.org/10.1080/22797254.2021.1978001openalex-snapshot
Quality assurance and assessment framework for land cover maps validation in the Copernicus Hot Spot Monitoring activity
inferred← citeshttps://doi.org/10.1080/24694452.2025.2527316openalex-snapshot
Geospatial Artificial Intelligence (GeoAI) Is Widening the Digital Divide
inferred← citeshttps://doi.org/10.1080/24749508.2024.2430047openalex-snapshot
Spatial modelling of large ungulate biomass in the gazetted protected areas and conservancies in Zimbabwe
inferred← citeshttps://doi.org/10.1088/1755-1315/1051/1/012025openalex-snapshot
Evaluating Oil Palm Cultivation using Geospatial Approach in Kerdau, Temerloh District
inferred← citeshttps://doi.org/10.1088/2515-7620/ad2e44openalex-snapshot
Validating spatio-temporal environmental machine learning models: Simpson’s paradox and data splits
inferred← citeshttps://doi.org/10.1089/space.2019.0032openalex-snapshot
New Space and Innovation Policy: Scotland's Emerging “Space Glen”
inferred← citeshttps://doi.org/10.1093/biosci/biae052openalex-snapshot
Toward a set of essential biodiversity variables for assessing change in mountains globally
inferred← citeshttps://doi.org/10.1093/icb/icy018openalex-snapshot
Leveraging Organismal Biology to Forecast the Effects of Climate Change
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