Birgit Kleinschmit

44 papers C 5Journal 31Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Modeling grassland parameters with hyperspectral satellite data: Comparison of sensors, acquisition times and spectral transformations. Int. J. Appl. Earth Obs. Geoinformation Christine I. B. Wallis, Ann-Kathrin Holtgrave, Daniel Prati, Michael Förster, Birgit Kleinschmit
2024	J	`jnl`	Imaging spectroscopy for bark beetle detection in Norway spruce and the relevance of the red-edge spectral range. Int. J. Appl. Earth Obs. Geoinformation Alexander Marx, Anne Clasen, Johannes May, Simon König, Birgit Kleinschmit, Michael Förster
2022	J	`jnl`	Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning. Int. J. Appl. Earth Obs. Geoinformation Veronika Döpper, Alby D. Rocha, Katja Berger, Tobias Gränzig, Jochem Verrelst, Birgit Kleinschmit, Michael Förster
2022	C	`conf`	Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series. IGARSS Christian Schulz, Michael Förster, Stenka Vulova, Tobias Gränzig, Birgit Kleinschmit
2022	C	`conf`	Modeling Urban Evapotranspiration with Sentinel-2, Open Geodata, and Machine Learning in Summertime. IGARSS Stenka Vulova, Alby Duarte Rocha, Fred Meier, Hamideh Nouri, Christian Schulz, Birgit Kleinschmit
2022	C	`conf`	Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods. IGARSS Steve Ahlswede, Thekke Madam Nimisha, Christian Schulz, Birgit Kleinschmit, Begüm Demir
2022	J	`jnl`	Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods. CoRR Steve Ahlswede, Thekke Madam Nimisha, Christian Schulz, Birgit Kleinschmit, Begüm Demir
2021	J	`jnl`	From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing. Ecol. Informatics 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
2021	J	`jnl`	Large-scale winter catch crop monitoring with Sentinel-2 time series and machine learning-An alternative to on-site controls? Comput. Electron. Agric. Christian Schulz, Ann-Kathrin Holtgrave, Birgit Kleinschmit
2021	J	`jnl`	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 Tobias Gränzig, Fabian Ewald Fassnacht, Birgit Kleinschmit, Michael Förster
2020	J	`jnl`	Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification. Remote. Sens. Veronika Döpper, Tobias Gränzig, Birgit Kleinschmit, Michael Förster
2020	J	`jnl`	Comparing Sentinel-1 and -2 Data and Indices for Agricultural Land Use Monitoring. Remote. Sens. Ann-Kathrin Holtgrave, Norbert Röder, Andrea Ackermann, Stefan Erasmi, Birgit Kleinschmit
2020	J	`jnl`	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. Stenka Vulova, Fred Meier, Daniel Fenner, Hamideh Nouri, Birgit Kleinschmit
2019	—	`conf`	Assessment of evapotranspiration from urban vegetation across space and time: a case study in Berlin. MultiTemp Stenka Vulova, Lena-Marie Kuhlemann, Doerthe Tetzlaff, Christopher Soulsby, Birgit Kleinschmit
2019	—	`conf`	Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles. MultiTemp Christian Schulz, Niklas Keck, Birgit Kleinschmit
2019	—	`conf`	Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin. JURSE Stenka Vulova, Birgit Kleinschmit
2017	J	`jnl`	Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status. Int. J. Appl. Earth Obs. Geoinformation Johannes Schmidt, Fabian Ewald Fassnacht, Christophe Neff, Angela Lausch, Birgit Kleinschmit, Michael Förster, Sebastian Schmidtlein
2017	J	`jnl`	Combining machine learning and ontological data handling for multi-source classification of nature conservation areas. Int. J. Appl. Earth Obs. Geoinformation Niklas Moran, Simon Nieland, Gregor Tintrup gen. Suntrup, Birgit Kleinschmit
2017	—	`conf`	Detecting the spread of invasive species in central Chile with a Sentinel-2 time-series. MultiTemp Michael Förster, Tobias Schmidt, Roman Wolf, Birgit Kleinschmit, Fabian Ewald Fassnacht, Julian Cabezas, Teja Kattenborn
2017	J	`jnl`	Evaluation of Remote-Sensing-Based Landslide Inventories for Hazard Assessment in Southern Kyrgyzstan. Remote. Sens. Darya Golovko, Sigrid Roessner, Robert Behling, Hans-Ulrich Wetzel, Birgit Kleinschmit
2016	J	`jnl`	Mapping multiple plant species abundance patterns - A multiobjective optimization procedure for combining reflectance spectroscopy and species ordination. Ecol. Informatics Carsten Neumann, Sibylle Itzerott, Gabriele Weiss, Birgit Kleinschmit, Sebastian Schmidtlein
2016	J	`jnl`	Utilizing a PLSR-Based Band-Selection Procedure for Spectral Feature Characterization of Floristic Gradients. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Carsten Neumann, Michael Förster, Birgit Kleinschmit, Sibylle Itzerott
2015	J	`jnl`	An ontological system for interoperable spatial generalisation in biodiversity monitoring. Comput. Geosci. Simon Nieland, Niklas Moran, Birgit Kleinschmit, Michael Förster
2015	—	`conf`	Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany. MultiTemp Michael Förster, Tobias Schmidt, Philipp Gärtner, Birgit Kleinschmit, Feng Gao, Markus Möller
2015	J	`jnl`	Grassland habitat mapping by intra-annual time series analysis - Comparison of RapidEye and TerraSAR-X satellite data. Int. J. Appl. Earth Obs. Geoinformation Christian Schuster, Tobias Schmidt, Christopher Conrad, Birgit Kleinschmit, Michael Förster
2015	—	`conf`	Monitoring forest recovery with change metrics derived from Landsat time series stacks. MultiTemp Philipp Gärtner, Birgit Kleinschmit
2015	—	`conf`	Prediction of NDVI for grassland habitats by fusing RapidEye and Landsat imagery. MultiTemp Tobias Schmidt, Michael Förster, Philipp Gärtner, Birgit Kleinschmit
2015	J	`jnl`	Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale. Remote. Sens. Anne Clasen, Ben Somers, Kyle Pipkins, Laurent Tits, Karl Segl, Maximilian Brell, Birgit Kleinschmit, Daniel Spengler, Angela Lausch, Michael Förster
2015	J	`jnl`	Using ontological inference and hierarchical matchmaking to overcome semantic heterogeneity in remote sensing-based biodiversity monitoring. Int. J. Appl. Earth Obs. Geoinformation Simon Nieland, Birgit Kleinschmit, Michael Förster
2014	J	`jnl`	Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data. Remote. Sens. Robert Behling, Sigrid Roessner, Hermann Kaufmann, Birgit Kleinschmit
2014	J	`jnl`	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. Tobias Schmidt, Christian Schuster, Birgit Kleinschmit, Michael Förster
2014	J	`jnl`	Land use patterns, temperature distribution, and potential heat stress risk - The case study Berlin, Germany. Comput. Environ. Urban Syst. Pierre-Adrien Dugord, Steffen Lauf, Christian Schuster, Birgit Kleinschmit
2014	J	`jnl`	Object based change detection of Central Asian Tugai vegetation with very high spatial resolution satellite imagery. Int. J. Appl. Earth Obs. Geoinformation Philipp Gärtner, Michael Förster, Alishir Kurban, Birgit Kleinschmit
2014	J	`jnl`	Robust Automated Image Co-Registration of Optical Multi-Sensor Time Series Data: Database Generation for Multi-Temporal Landslide Detection. Remote. Sens. Robert Behling, Sigrid Roessner, Karl Segl, Birgit Kleinschmit, Hermann Kaufmann
2014	J	`jnl`	Significance Analysis of Different Types of Ancillary Geodata Utilized in a Multisource Classification Process for Forest Identification in Germany. IEEE Trans. Geosci. Remote. Sens. Michael Förster, Birgit Kleinschmit
2014	C	`conf`	TimeSpec - A software tool for analyzing time-series of spectral data. IGARSS Michael Förster, Bjoern A. Welle, Tobias Schmidt, Simon Nieland, Birgit Kleinschmit
2013	J	`jnl`	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. Iftikhar Ali, Christian Schuster, Marc Zebisch, Michael Förster, Birgit Kleinschmit, Claudia Notarnicola
2013	J	`jnl`	Uncertainty in ecosystem mapping by remote sensing. Comput. Geosci. 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
2012	J	`jnl`	Correction on "Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter". Remote. Sens. Christian Schuster, Iftikhar Ali, Peter Lohmann, Annett Frick, Michael Förster, Birgit Kleinschmit
2012	C	`conf`	Multi-temporal detection of grassland vegetation with RapidEye imagery and a spectral-temporal library. IGARSS Michael Förster, Tobias Schmidt, Christian Schuster, Birgit Kleinschmit
2012	J	`jnl`	Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics. Environ. Model. Softw. Steffen Lauf, Dagmar Haase, Patrick Hostert, Tobia Lakes, Birgit Kleinschmit
2011	J	`jnl`	An Object-Based Classification Approach for Mapping Remote. Sens. Sebastian d'Oleire-Oltmanns, Bodo Coenradie, Birgit Kleinschmit
2011	J	`jnl`	Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter. Remote. Sens. Christian Schuster, Iftikhar Ali, Peter Lohmann, Annett Frick, Michael Förster, Birgit Kleinschmit
2009	—	`conf`	Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems. AGILE Conf. Lutz Ross, Jannes Bolling, Jürgen Döllner, Birgit Kleinschmit