Daniel Doktor

Helmholtz Centre for Environmental Research — Germany

Environmental Science · Physical Sciences

24h-index4.5kcitations89works7.92yr avg
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Research Topics

Remote Sensing in Agriculture(69), Species Distribution and Climate Change(27), Remote Sensing and Land Use(19), Remote Sensing and LiDAR Applications(16), Land Use and Ecosystem Services(14)

Publications88 total

Exploring Sentinel‐2‐Based Spectral Variability for Enhancing Grassland Diversity Assessments Across Germany
Applied Vegetation Science·2025Open Access
Forested Natura 2000 sites under climate change: effects of tree species distribution shifts
Web Ecology·2025· 2 citedOpen Access
Grassland management and phenology affect trait retrieval accuracy from remote sensing observations
Ecological Informatics·2025· 2 citedOpen Access
BioVars - A bioclimatic dataset for Europe based on a large regional climate ensemble for periods in 1971–2098
Scientific Data·2025· 3 citedOpen Access
Attention-based 3D convolutional neural network for crop boundary detection in high-resolution satellite image time series
2024
A continuous tree species-specific reflectance anomaly index reveals declining forest condition between 2016 and 2022 in Germany
Remote Sensing of Environment·2024· 10 citedOpen Access
Crop Field Boundary Detection Using 3d Convolutions in Multi-Spectral Multi-Temporal Hr Satellite Images
2024
Biodiversity and Climate Extremes: Known Interactions and Research Gaps
Earth s Future·2024· 39 citedOpen Access
Is spectral pixel-to-pixel variation a reliable indicator of grassland biodiversity? A systematic assessment of the spectral variation hypothesis using spatial simulation experiments
Remote Sensing of Environment·2024· 23 cited
Grassland Management and Phenology Affect Trait Retrieval Accuracy from Remote Sensing Observations
SSRN Electronic Journal·2024Open Access
Biodiversity and climate extremes: known interactions and research gaps
2023· 6 citedOpen Access
Natura 2000 areas under climate change: Effects of tree species distribution shifts
2023· 1 citedOpen Access
Using simulated grassland communities and radiative transfer models to test the Spectral Variation Hypothesis
2023Open Access
The leaf is always greener on the other side of the lab: Optical in-situ indicators for leaf chlorophyll content need improvement for semi-natural grassland areas
Ecological Indicators·2022· 5 citedOpen Access
Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series
Remote Sensing of Environment·2022· 64 cited
Identifying the main drivers of the seasonal decline of near-infrared reflectance of a temperate deciduous forest
Agricultural and Forest Meteorology·2021· 20 cited
Let your maps be fuzzy!—Class probabilities and floristic gradients as alternatives to crisp mapping for remote sensing of vegetation
Remote Sensing in Ecology and Conservation·2020· 43 citedOpen Access
Quantifying the Sensitivity of NDVI-Based C Factor Estimation and Potential Soil Erosion Prediction using Spaceborne Earth Observation Data
Remote Sensing·2020· 89 citedOpen Access
Using vegetation dynamics to generate forest species and crop type maps as well as land-use intensity measures to support carbon stock estimations
2020Open Access
Introducing APiC for regionalised land cover mapping on the national scale using Sentinel-2A imagery
Remote Sensing of Environment·2020· 100 cited
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Frequent Co-authors

Angela Lausch(15), Hannes Feilhauer(11), Maximilian Lange(10), Ingolf Kühn(8), Franz‐W. Badeck(6), Sebastian Schmidtlein(6), Jörg Schaber(5), Sebastian Preidl(5), Marion Pause(5), Benjamin Dechant(4), Matthias Cuntz(4), Daniel Spengler(4), Anne Reichmuth(4), Alberte Bondeau(3), Giles M. Foody(3), Michael Vohland(3), Corinna Rebmann(3), Christian Wirth(3), Ines Merbach(3), Xingmei Xu(3)