Birgit Kleinschmit
Orcid: 0000-0002-8494-0053Affiliations:
- Technical University of Berlin, Geoinformation in Environmental Planning Lab, Germany
According to our database1,
Birgit Kleinschmit
authored at least 42 papers
between 2009 and 2022.
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Bibliography
2022
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods.
CoRR, 2022
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Modeling Urban Evapotranspiration with Sentinel-2, Open Geodata, and Machine Learning in Summertime.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Weakly Supervised Semantic Segmentation of Remote Sensing Images for Tree Species Classification Based on Explanation Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing.
Ecol. Informatics, 2021
Large-scale winter catch crop monitoring with Sentinel-2 time series and machine learning-An alternative to on-site controls?
Comput. Electron. Agric., 2021
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, 2021
2020
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., 2020
Remote. Sens., 2020
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification.
Remote. Sens., 2020
2019
Assessment of evapotranspiration from urban vegetation across space and time: a case study in Berlin.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Reduction of On-side Controls of Catch Crop Fields with Sentinel-2 and Sentinel-1 Phenological Reference Profiles.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - Berlin.
Proceedings of the Joint Urban Remote Sensing Event, 2019
2017
Evaluation of Remote-Sensing-Based Landslide Inventories for Hazard Assessment in Southern Kyrgyzstan.
Remote. Sens., 2017
Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Combining machine learning and ontological data handling for multi-source classification of nature conservation areas.
Int. J. Appl. Earth Obs. Geoinformation, 2017
Detecting the spread of invasive species in central Chile with a Sentinel-2 time-series.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
2016
Utilizing a PLSR-Based Band-Selection Procedure for Spectral Feature Characterization of Floristic Gradients.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Mapping multiple plant species abundance patterns - A multiobjective optimization procedure for combining reflectance spectroscopy and species ordination.
Ecol. Informatics, 2016
2015
Spectral Unmixing of Forest Crown Components at Close Range, Airborne and Simulated Sentinel-2 and EnMAP Spectral Imaging Scale.
Remote. Sens., 2015
An ontological system for interoperable spatial generalisation in biodiversity monitoring.
Comput. Geosci., 2015
Grassland habitat mapping by intra-annual time series analysis - Comparison of RapidEye and TerraSAR-X satellite data.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Using ontological inference and hierarchical matchmaking to overcome semantic heterogeneity in remote sensing-based biodiversity monitoring.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Monitoring forest recovery with change metrics derived from Landsat time series stacks.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Evaluating the temporal stability of synthetically generated time-series for crop types in Central Germany.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
2014
Land use patterns, temperature distribution, and potential heat stress risk - The case study Berlin, Germany.
Comput. Environ. Urban Syst., 2014
Significance Analysis of Different Types of Ancillary Geodata Utilized in a Multisource Classification Process for Forest Identification in Germany.
IEEE Trans. Geosci. Remote. Sens., 2014
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., 2014
Robust Automated Image Co-Registration of Optical Multi-Sensor Time Series Data: Database Generation for Multi-Temporal Landslide Detection.
Remote. Sens., 2014
Automated Spatiotemporal Landslide Mapping over Large Areas Using RapidEye Time Series Data.
Remote. Sens., 2014
Object based change detection of Central Asian Tugai vegetation with very high spatial resolution satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
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., 2013
2012
Correction on "Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter".
Remote. Sens., 2012
Uncovering land-use dynamics driven by human decision-making - A combined model approach using cellular automata and system dynamics.
Environ. Model. Softw., 2012
Multi-temporal detection of grassland vegetation with RapidEye imagery and a spectral-temporal library.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
An Object-Based Classification Approach for Mapping <i>Migrant Housing</i> in the Mega-Urban Area of the Pearl River Delta (China).
Remote. Sens., 2011
Towards Detecting Swath Events in TerraSAR-X Time Series to Establish NATURA 2000 Grassland Habitat Swath Management as Monitoring Parameter.
Remote. Sens., 2011
2009
Enhancing 3D City Models with Heterogeneous Spatial Information: Towards 3D Land Information Systems.
Proceedings of the Advances in GIScience, 2009