Birgit Kleinschmit - Publications, H-index & Citations

Birgit Kleinschmit

federal research institute for rural areas, forestry and fisheries

41H指数

193论文数

5.2K被引数

收录论文 59

发表时间

Multi-angular assessment of early-season defoliation: Evaluating the sensitivity of vegetation indices to NPV visibility in temperate broadleaved forests 多角度评估早季落叶：评价植被指数对温带阔叶林中NPV可见度的敏感性

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-09-22

OAAI

Anne Clasen; Ben Somers; Birgit Kleinschmit; Michael Förster

Explainable machine learning reveals soil, topographic, and climatic factors linked to European beech defoliation 可解释机器学习揭示了与欧洲山毛榉落叶相关的土壤、地形和气候因素

Agricultural and Forest Meteorology

IF5.7

2026-06-28

OAAI

Chunyan Xu; Stenka Vulova; Annette Rudolph; Birgit Kleinschmit

A data-driven framework for forest conservation prioritisation: From citizen science data to protected area designation 基于数据驱动的森林保护优先级框架：从公民科学数据到保护区划定

Ecological Informatics

IF7.3

2026-04-27

OAAI

Katharina H. Horn; Daniele Silvestro; Christine I.B. Wallis; Pedro J. Leitão; Ender Daldaban; K. Matthias B. Herkt; Birgit Kleinschmit; Annette Rudolph

Modeling grassland parameters with hyperspectral satellite data: Comparison of sensors, acquisition times and spectral transformations 利用高光谱卫星数据模拟草地参数：传感器、获取时间和光谱变换的比较

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2025-09-22

PREAI

Christine I.B. Wallis; Ann-Kathrin Holtgrave; Daniel Prati; Michael Förster; Birgit Kleinschmit

Unraveling the response of forests to drought with explainable artificial intelligence (XAI)利用可解释人工智能(XAI)解析森林对干旱的响应

ECOLOGICAL INDICATORS

IF7.4

2025-03-01

OAAI

Vulova, Stenka; Horn, Katharina; Rocha, Alby Duarte; Brill, Fabio; Somogyvari, Mark; Okujeni, Akpona; Foerster, Michael; Kleinschmit, Birgit

Modelling current and future forest fire susceptibility in north-eastern Germany

NATURAL HAZARDS AND EARTH SYSTEM SCIENCES

IF4.7

2025-01-27

OAAI

Horn, Katharina H.; Vulova, Stenka; Li, Hanyu; Kleinschmit, Birgit

Modeling European beech defoliation at a regional scale gradient in Germany from northern lowlands to central uplands using geo-ecological parameters, Sentinel-2 and National Forest Condition Survey data

FOREST ECOLOGY AND MANAGEMENT

IF3.7

2025-01-01

OAAI

Xu, Chunyan; Forster, Michael; Beckschafer, Philip; Talkner, Ulrike; Klinck, Caroline; Kleinschmit, Birgit

Imaging spectroscopy for bark beetle detection in Norway spruce and the relevance of the red-edge spectral range

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-09-01

OAAI

Marx, Alexander; Clasen, Anne; May, Johannes; Koenig, Simon; Kleinschmit, Birgit; Foerster, Michael

Spectral-temporal traits in Sentinel-1 C-band SAR and Sentinel-2 multispectral remote sensing time series for 61 tree species in Central Europe

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-06-01

OAAI

Schulz, Christian; Fo, Michael; Vulova, Stenka Valentinova; Rocha, Alby Duarte; Kleinschmit, Birgit

National tree species mapping using Sentinel-1/2 time series and German National Forest Inventory data

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-04-01

OAAI

Blickensdoerfer, Lukas; Oehmichen, Katja; Pflugmacher, Dirk; Kleinschmit, Birgit; Hostert, Patrick

Spatio-temporal feature attribution of European summer wildfires with Explainable Artificial Intelligence (XAI)

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2024-03-01

OAAI

Li, Hanyu; Vulova, Stenka; Rocha, Alby Duarte; Kleinschmit, Birgit

Relating soil moisture and Sentinel-2 vegetation index patterns to spruce bark beetle infestations prior to outbreak

FORESTRY

IF3.2

2024-02-17

PREAI

Xu, Chunyan; Foerster, Michael; Graenzig, Tobias; May, Johannes; Birgit, Kleinschmit

Grassland mowing event detection using combined optical, SAR, and weather time series

REMOTE SENSING OF ENVIRONMENT

IF11.4

2023-09-01

OAAI

Holtgrave, Ann-Kathrin; Lobert, Felix; Erasmi, Stefan; Roeder, Norbert; Kleinschmit, Birgit

City-wide, high-resolution mapping of evapotranspiration to guide climate-resilient planning

REMOTE SENSING OF ENVIRONMENT

IF11.4

2023-03-01

OAAI

Vulova, Stenka; Rocha, Alby Duarte; Meier, Fred; Nouri, Hamideh; Schulz, Christian; Soulsby, Chris; Tetzlaff, Doerthe; Kleinschmit, Birgit

TreeSatAI Benchmark Archive: a multi-sensor, multi-label dataset for tree species classification in remote sensing

EARTH SYSTEM SCIENCE DATA

IF11.6

2023-02-08

OAAI

Ahlswede, Steve; Schulz, Christian; Gava, Christiano; Helber, Patrick; Bischke, Benjamin; Foerster, Michael; Arias, Florencia; Hees, Joern; Demir, Beguem; Kleinschmit, Birgit

Mapping evapotranspirative and radiative cooling services in an urban environment 在城市环境中绘制蒸发和辐射冷却服务图

SUSTAINABLE CITIES AND SOCIETY

IF12

2022-10-01

PREAI

Rocha, Alby Duarte; Vulova, Stenka; Meier, Fred; Foerster, Michael; Kleinschmit, Birgit

Following the cosmic-ray-neutron-sensing-based soil moisture under grassland and forest: Exploring the potential of optical and SAR remote sensing

SCIENCE OF REMOTE SENSING

IF5.2

2022-06-01

OAAI

Doepper, Veronika; Jagdhuber, Thomas; Holtgrave, Ann-Kathrin; Heistermann, Maik; Francke, Till; Kleinschmit, Birgit; Foerster, Michael

Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2022-06-01

OAAI

Doepper, Veronika; Rocha, Alby Duarte; Berger, Katja; Graenzig, Tobias; Verrelst, Jochem; Kleinschmit, Birgit; Foerster, Michael

Analyzing Temporal Trends of Urban Evaporation Using Generalized Additive Models

LAND

IF3.2

2022-03-31

OAAI

Aljoumani, Basem; Sanchez-Espigares, Jose A.; Kluge, Bjorn; Wessolek, Gerd; Kleinschmit, Birgit

Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data

HYDROLOGY AND EARTH SYSTEM SCIENCES

IF5.8

2022-02-25

OAAI

Rocha, Alby Duarte; Vulova, Stenka; van der Tol, Christiaan; Forster, Michael; Kleinschmit, Birgit

研究方向