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2025
Soil texture and lithological discontinuity mapping for sustainable land use planning: An application of digital soil mapping in a part of Eastern Himalayan Foothills, India
CATENA
2025
Predicting plant distribution on the River Nile islands in Egypt using machine learning algorithms
International Journal of Environmental Science and Technology
2025
Refined insights into Africa's plant-soil diversity interplay
Environmental and Sustainability Indicators
2025
Evaluating the performance of ANN and ANFIS models for spatial precipitation prediction in complex terrain: a case study in central Anatolia
Theoretical and Applied Climatology
2025
Integrating hydrological impacts for cost-effective dryland ecological restoration
Communications Earth & Environment
2025
Rivers increasingly warmer: Prediction of changes in the thermal regime of rivers in Poland
Journal of Geographical Sciences
2025
Climate, vegetation, people: disentangling the controls of fire at different timescales
Philosophical Transactions of the Royal Society B: Biological Sciences
2025
Projections of current and future European potential vegetation types
Ecological Informatics
2025
Ubi es, room to roam? Extension of the LPB-RAP model capabilities for potential habitat analysis
Ecological Modelling
2025
Dating the ebb and flow of Tiwanaku and post-collapse material culture across the Andes
Quaternary International
2025
Meeting European Union biodiversity targets under future land-use demands
Nature Ecology & Evolution
2025
Massive losses and gains of northern land carbon stocks since the Last Glacial Maximum
Science Advances
2025
Biome-aligned temperature zones for interpretable climate classification via average monthly temperatures
PLOS Climate
2025
Nationally consistent mapping of wildland fuel types across Australia using satellite-derived vegetation structural data
International Journal of Wildland Fire
2025
Geospatial analysis of impact of climate change on potential habitat of Boswellia serrata Roxb. Ex Colebr in Eastern India
Environmental Monitoring and Assessment
2025
Geospatial Framework for Assessing the Suitability and Demand for Agricultural Digital Solutions in Europe: A Tool for Informed Decision-Making
ISPRS International Journal of Geo-Information
2025
Changes in distribution of the Iberian vegetation since the Last Glacial Maximum: A model-based approach
Quaternary Science Reviews
2025
Trade and the rise of ancient Greek city-states
Journal of Economic Behavior & Organization
2025
Investigation of factors that affect post-fire recovery of photosynthetic activity at global scale
Ecological Indicators
2025
Humans have depleted global terrestrial carbon stocks by a quarter
One Earth
2024
How to map biomes: Quantitative comparison and review of biome‐mapping methods
Ecological Monographs
2024
Disproportionate low-elevation forest loss in over 65% of the world’s mountains calls for targeted conservation
One Earth
2024
Precise ecological restoration under water diversions-groundwater-ecosystem interactions in drylands
Journal of Hydrology
2024
Land potential assessment and trend-analysis using 2000–2021 FAPAR monthly time-series at 250 m spatial resolution
PeerJ
2024
A global-scale applicable framework of landslide dam formation susceptibility
Landslides
2024
Precise vegetation restoration in arid regions based on potential natural vegetation and potential normalized difference vegetation index
Restoration Ecology
2024
Reassessment of the risks of climate change for terrestrial ecosystems
Nature Ecology & Evolution
2024
The anthropogenic imprint on temperate and boreal forest demography and carbon turnover
Global Ecology and Biogeography
2024
Carbon restoration potential on global land under water resource constraints
Nature Water
2024
Impact of Land Use and Climate Change on Streamflow: An Assessment Using a Semi-Empirical Model in the Guishui Watershed of North China
Land
2024
Landscape-Scale Biodiversity Impacts Analysis of Côte d’Ivoire’s Cocoa Cultivation along Export Supply Chains
Environmental Science & Technology
2024
Reconciling the EU forest, biodiversity, and climate strategies
Global Change Biology
2024
Estimating potential vegetation distribution and restoration in a biodiversity hotspot region under future climate change
Journal of Geographical Sciences
2024
Lecture Notes in Computer Science
2024
Macroecology of Abiotic Stress Tolerance in Woody Plants of the Northern Hemisphere: Tolerance Biomes and Polytolerance Hotspots
Ecology Letters
2024
Climate Change Effects on Land Use and Land Cover Suitability in the Southern Brazilian Semiarid Region
Land
2024
Are Plant Functional Types Fit for Purpose?
Geophysical Research Letters
2024
Multi-model assessment of potential natural vegetation to support ecological restoration
Journal of Environmental Management
2024
Global spatial assessment of potential for new peri-urban forests to combat climate change
Nature Cities
2024
Quo vadis, smallholder forest landscape? An introduction to the LPB-RAP model
PLOS ONE
2024
Holocene vegetation dynamics of the Eastern Mediterranean region: Old controversies addressed by a new analysis
Journal of Biogeography
2024
Biome classification influences current and projected future biome distributions
Global Ecology and Biogeography
2023
Climate-Adapted Potential Vegetation—A European Multiclass Model Estimating the Future Potential of Natural Vegetation
Forests
2023
Regional-Scale Analysis of Vegetation Dynamics Using Satellite Data and Machine Learning Algorithms: A Multi-Factorial Approach
International Journal on Smart Sensing and Intelligent Systems
2023
The neglected role of abandoned cropland in supporting both food security and climate change mitigation
Nature Communications
2023
A step to disentangle diversity patterns in Uruguayan grasslands: Climatic seasonality, novel land‐uses, and landscape context drive diversity of ground flora
Conservation Science and Practice
2023
Ecosystem services footprint of international trade: Economic value of ecosystem services lost due to crop production
Ecosystem Services
2023
Encyclopedia of Soils in the Environment
2023
Land use and cover in subtropical East Asia and Southeast Asia from 1700 to 2018
Global and Planetary Change
2023
Legacies of historical management practices in the large-scale distribution pattern of oak-hornbeam woodlands in Czechia
Forest Ecology and Management
2023
Simulation of potential vegetation distribution in arid areas at regional scale
CATENA
2023
Pockets of persistence of agricultural land use during the socioeconomic shock of forced post-WWII displacements in the Carpathians
Land Use Policy
2023
Improving biome and climate modelling for a set of past climate conditions: evaluating bias correction using the CDF-t approach
Environmental Research: Climate
2023
Empirical delineation of the forest-steppe zone is supported by macroclimate
Scientific Reports
2023
Spatiotemporal Analysis of Rainfall and Droughts in a Semiarid Basin of Brazil: Land Use and Land Cover Dynamics
Remote Sensing
2023
Identifying ecological compensation areas for ecosystem services degradation on the Qinghai-Tibet Plateau
Journal of Cleaner Production
2023
Using Machine Learning to make nanomaterials sustainable
Science of The Total Environment
2023
The challenge of comparing pollen-based quantitative vegetation reconstructions with outputs from vegetation models – a European perspective
Climate of the Past
2023
A high‐accuracy vegetation restoration potential mapping model integrating similar habitat and machine learning
Land Degradation & Development
2023
Predictive performance of machine learning model with varying sampling designs, sample sizes, and spatial extents
Ecological Informatics
2023
Impacts of land cover changes and global warming on climate in Colombia during ENSO events
Climate Dynamics
2023
Biomes of the world under climate change scenarios: increasing aridity and higher temperatures lead to significant shifts in natural vegetation
PeerJ
2023
Ecological risk assessment of grassland vegetation change based on Bayesian model in Xilin Gol League, China
Ecological Indicators
2023
Integration of ecosystem services and life cycle assessment allows improved accounting of sustainability benefits of nature-based solutions for brownfield redevelopment
Journal of Cleaner Production
2023
Assessing farmland suitability for agricultural machinery in land consolidation schemes in hilly terrain in China: A machine learning approach
Frontiers in Plant Science
2023
Global patterns and drivers of phosphorus fractions in natural soils
Biogeosciences
2023
The resistance and resilience of Great Plains ecoregion boundaries to the 1930s drought as a lens to future dynamics
Ecosphere
2022
Accounting for analytical and proximal soil sensing errors in digital soil mapping
European Journal of Soil Science
2022
Effects of Aerosols on Gross Primary Production from Ecosystems to the Globe
Remote Sensing
2022
Restoring Natural Forests as the Most Efficient Way to Water Quality and Abundance: Case Study from Želivka River Basin
Sustainability
2022
Dominant Species-Physiognomy-Ecological (DSPE) System for the Classification of Plant Ecological Communities from Remote Sensing Images
Ecologies
2022
Global crop calendars of maize and wheat in the framework of the WorldCereal project
GIScience & Remote Sensing
2022
Monitoring seasonal effects in vegetation areas with Sentinel-1 SAR and Sentinel-2 optic satellite images
Arabian Journal of Geosciences
2022
Is scat marking a reliable tool for otter census and surveys at the landscape scale?
Journal of Environmental Management
2022
Predicting global terrestrial biomes with the LeNet convolutional neural network
Geoscientific Model Development
2022
Estimation of bioclimatic variables of Mongolia derived from remote sensing data
Frontiers of Earth Science
2022
Identifying climate thresholds for dominant natural vegetation types at the global scale using machine learning: Average climate versus extremes
Global Change Biology
2022
A new method based on surface‐sample pollen data for reconstructing palaeovegetation patterns
Journal of Biogeography
2022
Modelling and prediction of wind damage in forest ecosystems of the Sudety Mountains, SW Poland
Science of The Total Environment
2022
Plant Biodiversity Conservation in Ethiopia
2022
The biome inventory – Standardizing global biogeographical land units
Global Ecology and Biogeography
2022
Linking restoration to the IUCN red list for ecosystems: A case study of how we might track the Earth's ecosystems
Austral Ecology
2022
Quantifying the impacts of land cover change on gross primary productivity globally
Scientific Reports
2022
An enhanced Machado Index of naturalness
CATENA
2022
Modeling Shadow with Voxel-Based Trees for Sentinel-2 Reflectance Simulation in Tropical Rainforest
Remote Sensing
2022
Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover
Ecological Informatics
2022
The China plant trait database version 2
Scientific Data
2022
Evergreen broadleaf greenness and its relationship with leaf flushing, aging, and water fluxes
Agricultural and Forest Meteorology
2022
The origin and evolution of open habitats in North America inferred by Bayesian deep learning models
Nature Communications
2022
Natural Resources Conservation and Advances for Sustainability
2021
Understanding and modelling wildfire regimes: an ecological perspective
Environmental Research Letters
2021
Improving the representation of high-latitude vegetation distribution in dynamic global vegetation models
Biogeosciences
2021
Genus-Physiognomy-Ecosystem (GPE) System for Satellite-Based Classification of Plant Communities
Ecologies
2021
Global urban reforestation can be an important natural climate solution
Environmental Research Letters
2021
Reconstructing Past Global Vegetation With Random Forest Machine Learning, Sacrificing the Dynamic Response for Robust Results
Journal of Advances in Modeling Earth Systems
2021
Predicting hotspots for invasive species introduction in Europe
Environmental Research Letters
2021
Trade and the Rise of Ancient Greek City-States
SSRN Electronic Journal
2021
Drivers of forest aboveground biomass and its increments in the Tatra Mountains after 15 years
CATENA
2021
The relevance of the concept of potential natural vegetation in the Anthropocene
Plant Ecology & Diversity
2021
Global forest restoration opportunities to foster coral reef conservation
Global Change Biology
2021
Mapping the Groundwater Level and Soil Moisture of a Montane Peat Bog Using UAV Monitoring and Machine Learning
Remote Sensing
2021
Importance of Spatial Autocorrelation in Machine Learning Modeling of Polymetallic Nodules, Model Uncertainty and Transferability at Local Scale
Minerals
2021
One-Class Classification of Natural Vegetation Using Remote Sensing: A Review
Remote Sensing
2021
Assessing Ecosystem Condition: Use and Customization of the Vegetation Departure Metric
Land
2021
Biotic and Abiotic Determinants of Soil Organic Matter Stock and Fine Root Biomass in Mountain Area Temperate Forests—Examples from Cambisols under European Beech, Norway Spruce, and Silver Fir (Carpathians, Central Europe)
Forests
2020
Characterizing Land Use Impacts on Functional Plant Diversity for Life Cycle Assessments
Environmental Science & Technology
2020
Combined effects of land use and hunting on distributions of tropical mammals
Conservation Biology
2020
Impact of climatic and topographic factors on distribution of sub-tropical and moist temperate forests in Pakistan
Géomorphologie : relief, processus, environnement
2020
Estimating Current and Future Rainfall Erosivity in Greece Using Regional Climate Models and Spatial Quantile Regression Forests
Water
2020
Climate‐based approach for modeling the distribution of montane forest vegetation in Taiwan
Applied Vegetation Science
2020
An assessment of the representation of ecosystems in global protected areas using new maps of World Climate Regions and World Ecosystems
Global Ecology and Conservation
2020
Spatial distribution of tree species in mountain national parks depends on geomorphology and climate
Forest Ecology and Management
2020
Development of pedotransfer functions by machine learning for prediction of soil electrical conductivity and organic carbon content
Geoderma
2020
A High Throughput Approach to Reconstruct Partial-Body and Neutron Radiation Exposures on an Individual Basis
Scientific Reports
2020
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery
Remote Sensing
2020
An Assessment of the Hydrological Trends Using Synergistic Approaches of Remote Sensing and Model Evaluations over Global Arid and Semi-Arid Regions
Remote Sensing
2020
Machine Learning Algorithms to Predict Tree-Related Microhabitats using Airborne Laser Scanning
Remote Sensing
2020
Encyclopedia of the World's Biomes
2020
Economic and social constraints on reforestation for climate mitigation in Southeast Asia
Nature Climate Change
2019
Digital Mapping of Ecological Land Units using a Nationally Scalable Modeling Framework
Soil Science Society of America Journal
2019
Mapping soil hydraulic properties using random-forest-based pedotransfer functions and geostatistics
Hydrology and Earth System Sciences
2019
Mapping at 30 m Resolution of Soil Attributes at Multiple Depths in Midwest Brazil
Remote Sensing
2019
Data Analytics and Machine Learning for Disease Identification in Electronic Health Records
JAMA Ophthalmology
2019
High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features
Remote Sensing
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