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Birgit Kleinschmit
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- affiliation: Technical University of Berlin, Geoinformation in Environmental Planning Lab, Germany
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2020 – today
- 2022
- [j28]Veronika Döpper, Alby D. Rocha
, Katja Berger, Tobias Gränzig, Jochem Verrelst, Birgit Kleinschmit
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
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
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
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
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification. Remote. Sens. 12(10): 1552 (2020) - [j23]Ann-Kathrin Holtgrave
Comparing Sentinel-1 and -2 Data and Indices for Agricultural Land Use Monitoring. Remote. Sens. 12(18): 2919 (2020) - [j22]Stenka Vulova
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
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
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
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
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
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
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
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
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
An ontological system for interoperable spatial generalisation in biodiversity monitoring. Comput. Geosci. 84: 86-95 (2015) - [j13]Anne Clasen, Ben Somers
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
Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany. MultiTemp 2015: 1-4 - [c5]Philipp Gärtner
Monitoring forest recovery with change metrics derived from Landsat time series stacks. MultiTemp 2015: 1-3 - [c4]Tobias Schmidt
Prediction of NDVI for grassland habitats by fusing RapidEye and Landsat imagery. MultiTemp 2015: 1-4 - 2014
- [j12]Philipp Gärtner
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
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
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
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
TimeSpec - A software tool for analyzing time-series of spectral data. IGARSS 2014: 3941-3944 - 2013
- [j6]Duccio Rocchini
Uncertainty in ecosystem mapping by remote sensing. Comput. Geosci. 50: 128-135 (2013) - [j5]Iftikhar Ali, Christian Schuster, Marc Zebisch
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
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
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
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
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
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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