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ORCIDBirgit Kleinschmit
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- affiliation: Technical University of Berlin, Geoinformation in Environmental Planning Lab, Germany
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2020 – today
- 2024
[j29]Alexander Marx
, Anne Clasen, Johannes May, Simon König, Birgit Kleinschmit, Michael Förster:
Imaging spectroscopy for bark beetle detection in Norway spruce and the relevance of the red-edge spectral range. Int. J. Appl. Earth Obs. Geoinformation 133: 104100 (2024)- 2022
- [j28]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: 102817 (2022) - [c13]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: 4847-4850 - [c12]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: 5563-5566 - [c11]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: 7697-7700 - [i1]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 abs/2201.07495 (2022) - 2021
- [j27]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: 102281 (2021) - [j26]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: 106173 (2021) - [j25]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: 101195 (2021) - 2020
- [j24]Veronika Döpper, Tobias Gränzig, Birgit Kleinschmit, Michael Förster:
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification. Remote. Sens. 12(10): 1552 (2020) - [j23]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): 2919 (2020) - [j22]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: 5074-5087 (2020)
2010 – 2019
- 2019
- [c10]Stenka Vulova, Birgit Kleinschmit:
Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin. JURSE 2019: 1-4 - [c9]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: 1-3 - [c8]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: 1-4 - 2017
- [j21]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: 124-133 (2017) - [j20]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: 61-71 (2017) - [j19]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): 943 (2017) - [c7]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: 1-4 - 2016
- [j18]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: 61-76 (2016) - [j17]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): 3982-3996 (2016) - 2015
- [j16]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: 25-34 (2015) - [j15]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: 133-141 (2015) - [j14]Simon Nieland, Niklas Moran, Birgit Kleinschmit, Michael Förster:
An ontological system for interoperable spatial generalisation in biodiversity monitoring. Comput. Geosci. 84: 86-95 (2015) - [j13]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): 15361-15387 (2015) - [c6]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: 1-4 - [c5]Philipp Gärtner, Birgit Kleinschmit:
Monitoring forest recovery with change metrics derived from Landsat time series stacks. MultiTemp 2015: 1-3 - [c4]Tobias Schmidt, Michael Förster, Philipp Gärtner, Birgit Kleinschmit:
Prediction of NDVI for grassland habitats by fusing RapidEye and Landsat imagery. MultiTemp 2015: 1-4 - 2014
- [j12]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: 110-121 (2014) - [j11]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): 2572-2600 (2014) - [j10]Robert Behling, Sigrid Roessner, Hermann Kaufmann, Birgit Kleinschmit:
Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data. Remote. Sens. 6(9): 8026-8055 (2014) - [j9]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): 3428-3439 (2014) - [j8]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): 3453-3463 (2014) - [j7]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: 86-98 (2014) - [c3]Michael Förster, Bjoern A. Welle, Tobias Schmidt, Simon Nieland, Birgit Kleinschmit:
TimeSpec - A software tool for analyzing time-series of spectral data. IGARSS 2014: 3941-3944 - 2013
- [j6]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: 128-135 (2013) - [j5]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): 2265-2274 (2013) - 2012
- [j4]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: 71-82 (2012) - [j3]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): 2455-2456 (2012) - [c2]Michael Förster, Tobias Schmidt, Christian Schuster, Birgit Kleinschmit:
Multi-temporal detection of grassland vegetation with RapidEye imagery and a spectral-temporal library. IGARSS 2012: 4930-4933 - 2011
- [j2]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): 1308-1322 (2011) - [j1]Sebastian d'Oleire-Oltmanns, Bodo Coenradie, Birgit Kleinschmit:
An Object-Based Classification Approach for Mapping Migrant Housing in the Mega-Urban Area of the Pearl River Delta (China). Remote. Sens. 3(8): 1710-1723 (2011)
2000 – 2009
- 2009
- [c1]Lutz Ross, Jannes Bolling, Jürgen Döllner, Birgit Kleinschmit:
Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems. AGILE Conf. 2009: 113-133
Coauthor Index
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