Birgit Kleinschmit

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 20

Top Topics

High Resolution

Machine Learning

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Steve Ahlswede, Thekke Madam Nimisha, Christian Schulz, Birgit Kleinschmit, Begüm Demir
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods. CoRR (2022)
Steve Ahlswede, Nimisha Thekke Madam, Christian Schulz, Birgit Kleinschmit, Begüm Demir
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods. IGARSS (2022)
Veronika Döpper, Alby D. Rocha, Katja Berger, Tobias Gränzig, Jochem Verrelst, Birgit Kleinschmit, Michael Förster
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
Christian Schulz, Michael Förster, Stenka Vulova, Tobias Gränzig, Birgit Kleinschmit
Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series. IGARSS (2022)
Stenka Vulova, Alby Duarte Rocha, Fred Meier, Hamideh Nouri, Christian Schulz, Birgit Kleinschmit
Modeling Urban Evapotranspiration with Sentinel-2, Open Geodata, and Machine Learning in Summertime. IGARSS (2022)
Christian Schulz, Ann-Kathrin Holtgrave, Birgit Kleinschmit
Large-scale winter catch crop monitoring with Sentinel-2 time series and machine learning-An alternative to on-site controls? Comput. Electron. Agric. 186 (2021)
Tobias Gränzig, Fabian Ewald Fassnacht, Birgit Kleinschmit, Michael Förster
Mapping the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial optimization approach. Int. J. Appl. Earth Obs. Geoinformation 96 (2021)
Duccio Rocchini, Nicole Salvatori, Carl Beierkuhnlein, Alessandro Chiarucci, Florian de Boissieu, Michael Förster, Carol X. Garzon-Lopez, Thomas W. Gillespie, Heidi C. Hauffe, Kate S. He, Birgit Kleinschmit, Jonathan Lenoir, Marco Malavasi, Vítezslav Moudrý, Harini Nagendra, Davnah Payne, Petra Símová, Michele Torresani, Jean-Baptiste Féret
From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing. Ecol. Informatics 61 (2021)
Veronika Döpper, Tobias Gränzig, Birgit Kleinschmit, Michael Förster
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification. Remote. Sens. 12 (10) (2020)
Stenka Vulova, Fred Meier, Daniel Fenner, Hamideh Nouri, Birgit Kleinschmit
Summer Nights in Berlin, Germany: Modeling Air Temperature Spatially With Remote Sensing, Crowdsourced Weather Data, and Machine Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Ann-Kathrin Holtgrave, Norbert Röder, Andrea Ackermann, Stefan Erasmi, Birgit Kleinschmit
Comparing Sentinel-1 and -2 Data and Indices for Agricultural Land Use Monitoring. Remote. Sens. 12 (18) (2020)
Stenka Vulova, Lena-Marie Kuhlemann, Doerthe Tetzlaff, Christopher Soulsby, Birgit Kleinschmit
Assessment of evapotranspiration from urban vegetation across space and time: a case study in Berlin. MultiTemp (2019)
Christian Schulz, Niklas Keck, Birgit Kleinschmit
Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles. MultiTemp (2019)
Stenka Vulova, Birgit Kleinschmit
Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin. JURSE (2019)
Johannes Schmidt, Fabian Ewald Fassnacht, Christophe Neff, Angela Lausch, Birgit Kleinschmit, Michael Förster, Sebastian Schmidtlein
Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status. Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Michael Förster, Tobias Schmidt, Roman Wolf, Birgit Kleinschmit, Fabian Ewald Fassnacht, Julian Cabezas, Teja Kattenborn
Detecting the spread of invasive species in central Chile with a Sentinel-2 time-series. MultiTemp (2017)
Darya Golovko, Sigrid Roessner, Robert Behling, Hans-Ulrich Wetzel, Birgit Kleinschmit
Evaluation of Remote-Sensing-Based Landslide Inventories for Hazard Assessment in Southern Kyrgyzstan. Remote. Sens. 9 (9) (2017)
Niklas Moran, Simon Nieland, Gregor Tintrup gen. Suntrup, Birgit Kleinschmit
Combining machine learning and ontological data handling for multi-source classification of nature conservation areas. Int. J. Appl. Earth Obs. Geoinformation 54 (2017)
Carsten Neumann, Sibylle Itzerott, Gabriele Weiss, Birgit Kleinschmit, Sebastian Schmidtlein
Mapping multiple plant species abundance patterns - A multiobjective optimization procedure for combining reflectance spectroscopy and species ordination. Ecol. Informatics 36 (2016)
Carsten Neumann, Michael Förster, Birgit Kleinschmit, Sibylle Itzerott
Utilizing a PLSR-Based Band-Selection Procedure for Spectral Feature Characterization of Floristic Gradients. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Christian Schuster, Tobias Schmidt, Christopher Conrad, Birgit Kleinschmit, Michael Förster
Grassland habitat mapping by intra-annual time series analysis - Comparison of RapidEye and TerraSAR-X satellite data. Int. J. Appl. Earth Obs. Geoinformation 34 (2015)
Tobias Schmidt, Michael Förster, Philipp Gärtner, Birgit Kleinschmit
Prediction of NDVI for grassland habitats by fusing RapidEye and Landsat imagery. MultiTemp (2015)
Simon Nieland, Niklas Moran, Birgit Kleinschmit, Michael Förster
An ontological system for interoperable spatial generalisation in biodiversity monitoring. Comput. Geosci. 84 (2015)
Michael Förster, Tobias Schmidt, Philipp Gärtner, Birgit Kleinschmit, Feng Gao, Markus Möller
Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany. MultiTemp (2015)
Philipp Gärtner, Birgit Kleinschmit
Monitoring forest recovery with change metrics derived from Landsat time series stacks. MultiTemp (2015)
Simon Nieland, Birgit Kleinschmit, Michael Förster
Using ontological inference and hierarchical matchmaking to overcome semantic heterogeneity in remote sensing-based biodiversity monitoring. Int. J. Appl. Earth Obs. Geoinformation 37 (2015)
Anne Clasen, Ben Somers, Kyle Pipkins, Laurent Tits, Karl Segl, Maximilian Brell, Birgit Kleinschmit, Daniel Spengler, Angela Lausch, Michael Förster
Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale. Remote. Sens. 7 (11) (2015)
Tobias Schmidt, Christian Schuster, Birgit Kleinschmit, Michael Förster
Evaluating an Intra-Annual Time Series for Grassland Classification - How Many Acquisitions and What Seasonal Origin Are Optimal? IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Michael Förster, Birgit Kleinschmit
Significance Analysis of Different Types of Ancillary Geodata Utilized in a Multisource Classification Process for Forest Identification in Germany. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Philipp Gärtner, Michael Förster, Alishir Kurban, Birgit Kleinschmit
Object based change detection of Central Asian Tugai vegetation with very high spatial resolution satellite imagery. Int. J. Appl. Earth Obs. Geoinformation 31 (2014)
Robert Behling, Sigrid Roessner, Hermann Kaufmann, Birgit Kleinschmit
Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data. Remote. Sens. 6 (9) (2014)
Pierre-Adrien Dugord, Steffen Lauf, Christian Schuster, Birgit Kleinschmit
Land use patterns, temperature distribution, and potential heat stress risk - The case study Berlin, Germany. Comput. Environ. Urban Syst. 48 (2014)
Michael Förster, Bjoern A. Welle, Tobias Schmidt, Simon Nieland, Birgit Kleinschmit
TimeSpec - A software tool for analyzing time-series of spectral data. IGARSS (2014)
Robert Behling, Sigrid Roessner, Karl Segl, Birgit Kleinschmit, Hermann Kaufmann
Robust Automated Image Co-Registration of Optical Multi-Sensor Time Series Data: Database Generation for Multi-Temporal Landslide Detection. Remote. Sens. 6 (3) (2014)
Duccio Rocchini, Giles M. Foody, Harini Nagendra, Carlo Ricotta, Madhur Anand, Kate S. He, Valerio Amici, Birgit Kleinschmit, Michael Förster, Sebastian Schmidtlein, Hannes Feilhauer, Anne Ghisla, Markus Metz, Markus Neteler
Uncertainty in ecosystem mapping by remote sensing. Comput. Geosci. 50 (2013)
Iftikhar Ali, Christian Schuster, Marc Zebisch, Michael Förster, Birgit Kleinschmit, Claudia Notarnicola
First Results of Monitoring Nature Conservation Sites in Alpine Region by Using Very High Resolution (VHR) X-Band SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (5) (2013)
Christian Schuster, Iftikhar Ali, Peter Lohmann, Annett Frick, Michael Förster, Birgit Kleinschmit
Correction on "Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter". Remote. Sens. 4 (8) (2012)
Steffen Lauf, Dagmar Haase, Patrick Hostert, Tobia Lakes, Birgit Kleinschmit
Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. Environ. Model. Softw. 27 (2012)
Michael Förster, Tobias Schmidt, Christian Schuster, Birgit Kleinschmit
Multi-temporal detection of grassland vegetation with RapidEye imagery and a spectral-temporal library. IGARSS (2012)
Sebastian d'Oleire-Oltmanns, Bodo Coenradie, Birgit Kleinschmit
in the Mega-Urban Area of the Pearl River Delta (China). Remote. Sens. 3 (8) (2011)
Christian Schuster, Iftikhar Ali, Peter Lohmann, Annett Frick, Michael Förster, Birgit Kleinschmit
Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter. Remote. Sens. 3 (7) (2011)
Lutz Ross, Jannes Bolling, Jürgen Döllner, Birgit Kleinschmit
Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems. AGILE Conf. (2009)