Spatial validation reveals poor predictive performance of large-scale ecological mapping models

• Region-specific forest structure pathways reveal climate effects on old-growth tropical forest biomass

  2026 Scientific Reports article Environmental Science Forest ecology and management Open access

  0

  citations
• Sodium constraints on megaherbivore communities in Africa

  2025 Nature Ecology & Evolution article Environmental Science Wildlife Ecology and Conservation Open access

  6

  citations
• A global map of wood density

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Forest ecology and management Open access

  3

  citations
• Canopy functional trait variation across Earth’s tropical forests

  2025 Nature article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  36

  citations
• The global distribution and drivers of wood density and their impact on forest carbon stocks

  2024 Nature Ecology & Evolution article Environmental Science Forest ecology and management Open access

  84

  citations
• Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches

  2024 Remote Sensing of Environment article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  23

  citations
• Consistent climatic controls of global wood density among angiosperms and gymnosperms

  2024 Research Square preprint Environmental Science Forest ecology and management Open access

  1

  citations
• Integrated global assessment of the natural forest carbon potential

  2023 Nature article Environmental Science Forest Management and Policy Open access

  455

  citations
• Intercomparison of global foliar trait maps reveals fundamental differences and limitations of upscaling approaches

  2023 preprint Environmental Science Ecology and Vegetation Dynamics Studies Open access

  12

  citations
• Global models and predictions of plant diversity based on advanced machine learning techniques

  2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  185

  citations
• Global patterns of vascular plant alpha diversity

  2022 Nature Communications article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  196

  citations
• Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

  2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access

  30

  citations
• Machine learning improves global models of plant diversity

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Ecology and Vegetation Dynamics Studies Open access

  2

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Existing land uses constrain climate change mitigation potential of forest restoration in India

  2022 Conservation Letters article Environmental Science Forest Management and Policy Open access

  33

  citations
• Advances in metabolic engineering of Corynebacterium glutamicum to produce high-value active ingredients for food, feed, human health, and well-being

  2021 Essays in Biochemistry article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 3 patents

  133

  citations

18 results