Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems. - Lutz Ross; Jannes Bolling; Jürgen Döllner; Birgit Kleinschmit (AGILE Conf., 2009)

Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter. - Christian Schuster; Iftikhar Ali; Peter Lohmann; Annett Frick; Michael Förster; Birgit Kleinschmit (Remote. Sens., 2011)

An Object-Based Classification Approach for Mapping Migrant Housing in the Mega-Urban Area of the Pearl River Delta (China). - Sebastian d'Oleire-Oltmanns; Bodo Coenradie; Birgit Kleinschmit (Remote. Sens., 2011)

Multi-temporal detection of grassland vegetation with RapidEye imagery and a spectral-temporal library. - Michael Förster; Tobias Schmidt 001; Christian Schuster; Birgit Kleinschmit (IGARSS, 2012)

Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. - Steffen Lauf; Dagmar Haase; Patrick Hostert; Tobia Lakes; Birgit Kleinschmit (Environ. Model. Softw., 2012)

Correction on "Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter". - Christian Schuster; Iftikhar Ali; Peter Lohmann; Annett Frick; Michael Förster; Birgit Kleinschmit (Remote. Sens., 2012)

Uncertainty in ecosystem mapping by remote sensing. - 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; et al. (Comput. Geosci., 2013)

First Results of Monitoring Nature Conservation Sites in Alpine Region by Using Very High Resolution (VHR) X-Band SAR Data. - Iftikhar Ali; Christian Schuster; Marc Zebisch; Michael Förster; Birgit Kleinschmit; Claudia Notarnicola (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

TimeSpec - A software tool for analyzing time-series of spectral data. - Michael Förster; Bjoern A. Welle; Tobias Schmidt 001; Simon Nieland; Birgit Kleinschmit (IGARSS, 2014)

Object based change detection of Central Asian Tugai vegetation with very high spatial resolution satellite imagery. - Philipp Gärtner; Michael Förster; Alishir Kurban; Birgit Kleinschmit (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data. - Robert Behling; Sigrid Roessner; Hermann Kaufmann 001; Birgit Kleinschmit (Remote. Sens., 2014)

Robust Automated Image Co-Registration of Optical Multi-Sensor Time Series Data: Database Generation for Multi-Temporal Landslide Detection. - Robert Behling; Sigrid Roessner; Karl Segl; Birgit Kleinschmit; Hermann Kaufmann 001 (Remote. Sens., 2014)

Evaluating an Intra-Annual Time Series for Grassland Classification - How Many Acquisitions and What Seasonal Origin Are Optimal? - Tobias Schmidt 001; Christian Schuster; Birgit Kleinschmit; Michael Förster (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Significance Analysis of Different Types of Ancillary Geodata Utilized in a Multisource Classification Process for Forest Identification in Germany. - Michael Förster; Birgit Kleinschmit (IEEE Trans. Geosci. Remote. Sens., 2014)

Land use patterns, temperature distribution, and potential heat stress risk - The case study Berlin, Germany. - Pierre-Adrien Dugord; Steffen Lauf; Christian Schuster; Birgit Kleinschmit (Comput. Environ. Urban Syst., 2014)

Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany. - Michael Förster; Tobias Schmidt 001; Philipp Gärtner; Birgit Kleinschmit; Feng Gao 009; Markus Möller (MultiTemp, 2015)

Monitoring forest recovery with change metrics derived from Landsat time series stacks. - Philipp Gärtner; Birgit Kleinschmit (MultiTemp, 2015)

Prediction of NDVI for grassland habitats by fusing RapidEye and Landsat imagery. - Tobias Schmidt 001; Michael Förster; Philipp Gärtner; Birgit Kleinschmit (MultiTemp, 2015)

Using ontological inference and hierarchical matchmaking to overcome semantic heterogeneity in remote sensing-based biodiversity monitoring. - Simon Nieland; Birgit Kleinschmit; Michael Förster (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Grassland habitat mapping by intra-annual time series analysis - Comparison of RapidEye and TerraSAR-X satellite data. - Christian Schuster; Tobias Schmidt 001; Christopher Conrad; Birgit Kleinschmit; Michael Förster (Int. J. Appl. Earth Obs. Geoinformation, 2015)

An ontological system for interoperable spatial generalisation in biodiversity monitoring. - Simon Nieland; Niklas Moran; Birgit Kleinschmit; Michael Förster (Comput. Geosci., 2015)

Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale. - Anne Clasen; Ben Somers; Kyle Pipkins; Laurent Tits; Karl Segl; Maximilian Brell; Birgit Kleinschmit; Daniel Spengler; Angela Lausch; Michael Förster (Remote. Sens., 2015)

Mapping multiple plant species abundance patterns - A multiobjective optimization procedure for combining reflectance spectroscopy and species ordination. - Carsten Neumann; Sibylle Itzerott; Gabriele Weiss; Birgit Kleinschmit; Sebastian Schmidtlein (Ecol. Informatics, 2016)

Utilizing a PLSR-Based Band-Selection Procedure for Spectral Feature Characterization of Floristic Gradients. - Carsten Neumann; Michael Förster; Birgit Kleinschmit; Sibylle Itzerott (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Detecting the spread of invasive species in central Chile with a Sentinel-2 time-series. - Michael Förster; Tobias Schmidt 001; Roman Wolf; Birgit Kleinschmit; Fabian Ewald Fassnacht; Julian Cabezas; Teja Kattenborn (MultiTemp, 2017)

Combining machine learning and ontological data handling for multi-source classification of nature conservation areas. - Niklas Moran; Simon Nieland; Gregor Tintrup gen. Suntrup; Birgit Kleinschmit (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status. - Johannes Schmidt; Fabian Ewald Fassnacht; Christophe Neff; Angela Lausch; Birgit Kleinschmit; Michael Förster; Sebastian Schmidtlein (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Evaluation of Remote-Sensing-Based Landslide Inventories for Hazard Assessment in Southern Kyrgyzstan. - Darya Golovko; Sigrid Roessner; Robert Behling; Hans-Ulrich Wetzel; Birgit Kleinschmit (Remote. Sens., 2017)

Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin. - Stenka Vulova; Birgit Kleinschmit (JURSE, 2019)

Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles. - Christian Schulz 012; Niklas Keck; Birgit Kleinschmit (MultiTemp, 2019)

Assessment of evapotranspiration from urban vegetation across space and time: a case study in Berlin. - Stenka Vulova; Lena-Marie Kuhlemann; Doerthe Tetzlaff; Christopher Soulsby; Birgit Kleinschmit (MultiTemp, 2019)

Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification. - Veronika Döpper; Tobias Gränzig; Birgit Kleinschmit; Michael Förster (Remote. Sens., 2020)

Comparing Sentinel-1 and -2 Data and Indices for Agricultural Land Use Monitoring. - Ann-Kathrin Holtgrave; Norbert Röder; Andrea Ackermann; Stefan Erasmi; Birgit Kleinschmit (Remote. Sens., 2020)

Summer Nights in Berlin, Germany: Modeling Air Temperature Spatially With Remote Sensing, Crowdsourced Weather Data, and Machine Learning. - Stenka Vulova; Fred Meier; Daniel Fenner; Hamideh Nouri; Birgit Kleinschmit (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

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. - Tobias Gränzig; Fabian Ewald Fassnacht; Birgit Kleinschmit; Michael Förster (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Large-scale winter catch crop monitoring with Sentinel-2 time series and machine learning-An alternative to on-site controls? - Christian Schulz 012; Ann-Kathrin Holtgrave; Birgit Kleinschmit (Comput. Electron. Agric., 2021)

From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing. - 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; et al. (Ecol. Informatics, 2021)

Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods. - Steve Ahlswede; Thekke Madam Nimisha; Christian Schulz 012; Birgit Kleinschmit; Begüm Demir (IGARSS, 2022)

Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series. - Christian Schulz 012; Michael Förster; Stenka Vulova; Tobias Gränzig; Birgit Kleinschmit (IGARSS, 2022)

Modeling Urban Evapotranspiration with Sentinel-2, Open Geodata, and Machine Learning in Summertime. - Stenka Vulova; Alby Duarte Rocha; Fred Meier; Hamideh Nouri; Christian Schulz 012; Birgit Kleinschmit (IGARSS, 2022)

Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning. - Veronika Döpper; Alby D. Rocha; Katja Berger; Tobias Gränzig; Jochem Verrelst; Birgit Kleinschmit; Michael Förster (Int. J. Appl. Earth Obs. Geoinformation, 2022)

TreeSatAI Benchmark Archive for Deep Learning in Forest Applications. - Christian Schulz 012; Steve Ahlswede; Christiano Gava; Patrick Helber; Benjamin Bischke; Florencia Arias; Michael Förster; Jörn Hees; Begüm Demir; Birgit Kleinschmit (Zenodo, 2022)

TreeSatAI Benchmark Archive for Deep Learning in Forest Applications. - Christian Schulz 012; Steve Ahlswede; Christiano Gava; Patrick Helber; Benjamin Bischke; Florencia Arias; Michael Förster; Jörn Hees; Begüm Demir; Birgit Kleinschmit (Zenodo, 2022)

TreeSatAI Benchmark Archive for Deep Learning in Forest Applications. - Christian Schulz 012; Steve Ahlswede; Christiano Gava; Patrick Helber; Benjamin Bischke; Florencia Arias; Michael Förster; Jörn Hees; Begüm Demir; Birgit Kleinschmit (Zenodo, 2022)

Imaging spectroscopy for bark beetle detection in Norway spruce and the relevance of the red-edge spectral range. - Alexander Marx 002; Anne Clasen; Johannes May; Simon König; Birgit Kleinschmit; Michael Förster (Int. J. Appl. Earth Obs. Geoinformation, 2024)