André Hollstein
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View article: Performance and Reproducibility of Large Language Models in Named Entity Recognition: Considerations for the Use in Controlled Environments
Performance and Reproducibility of Large Language Models in Named Entity Recognition: Considerations for the Use in Controlled Environments Open
View article: Atmospheric Correction Inter-Comparison Exercise
Atmospheric Correction Inter-Comparison Exercise Open
The Atmospheric Correction Inter-comparison eXercise (ACIX) is an international initiative with the aim to analyse the Surface Reflectance (SR) products of various state-of-the-art atmospheric correction (AC) processors. The Aerosol Optica…
View article: GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data
GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data Open
GeoMultiSens developed an integrated processing pipeline to support the analysis of homogenized data from various remote sensing archives. The processing pipeline has five main components: (1) visual assessment of remote sensing Earth obse…
View article: Big-Data-Ansätze für die schnelle Extraktion relevanter Informationen und Muster aus großen Datenmengen
Big-Data-Ansätze für die schnelle Extraktion relevanter Informationen und Muster aus großen Datenmengen Open
Progress in sensor systems and computer simulation create large volumes of data with a variety of parameters. This development brings Big Data and the related challenges for data processing and data analysis also into the focus of geoscien…
View article: AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data
AROSICS: An Automated and Robust Open-Source Image Co-Registration Software for Multi-Sensor Satellite Data Open
Geospatial co-registration is a mandatory prerequisite when dealing with remote sensing data. Inter- or intra-sensoral misregistration will negatively affect any subsequent image analysis, specifically when processing multi-sensoral or mul…
View article: Satellitenfernerkundung von Landoberflächen – Beginn einer neuen Ära
Satellitenfernerkundung von Landoberflächen – Beginn einer neuen Ära Open
Satellite remote sensing offers the possibility to continuously, globally collect information about Earth’s surface properties, and thus possesses an enormous scientific and economic potential. The spatio-temporal recording of information …
View article: Ready-to-Use Methods for the Detection of Clouds, Cirrus, Snow, Shadow, Water and Clear Sky Pixels in Sentinel-2 MSI Images
Ready-to-Use Methods for the Detection of Clouds, Cirrus, Snow, Shadow, Water and Clear Sky Pixels in Sentinel-2 MSI Images Open
Classification of clouds, cirrus, snow, shadows and clear sky areas is a crucial step in the pre-processing of optical remote sensing images and is a valuable input for their atmospheric correction. The Multi-Spectral Imager on board the S…
View article: Space‐based remote imaging spectroscopy of the Aliso Canyon CH<sub>4</sub> superemitter
Space‐based remote imaging spectroscopy of the Aliso Canyon CH<sub>4</sub> superemitter Open
The Aliso Canyon gas storage facility near Porter Ranch, California, produced a large accidental CH 4 release from October 2015 to February 2016. The Hyperion imaging spectrometer on board the EO‐1 satellite successfully detected this even…
View article: EnMAP Science Plan
EnMAP Science Plan Open
The scope of the Science Plan is to describe the scientific background, applications, and activities related to the Environmental Mapping and Analysis Program (EnMAP) mission. Primarily, the document addresses scientists and funding instit…
View article: The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation
The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation Open
Imaging spectroscopy, also known as hyperspectral remote sensing, is based on the characterization of Earth surface materials and processes through spectrally-resolved measurements of the light interacting with matter. The potential of ima…
View article: Bayesian cloud detection for MERIS, AATSR, and their combination
Bayesian cloud detection for MERIS, AATSR, and their combination Open
A broad range of different of Bayesian cloud detection schemes is applied to measurements from the Medium Resolution Imaging Spectrometer (MERIS), the Advanced Along-Track Scanning Radiometer (AATSR), and their combination. The cloud detec…
View article: Analysis of atmospheric properties and surface radiation budget using radiative transfer code MOMO
Analysis of atmospheric properties and surface radiation budget using radiative transfer code MOMO Open
Extension of radiative transfer code MOMO and validation. Application to IAOOS project combining ground-based and space observations
View article: Potential of the TROPOspheric Monitoring Instrument (TROPOMI) onboard the Sentinel-5 Precursor for the monitoring of terrestrial chlorophyll fluorescence
Potential of the TROPOspheric Monitoring Instrument (TROPOMI) onboard the Sentinel-5 Precursor for the monitoring of terrestrial chlorophyll fluorescence Open
Global monitoring of sun-induced chlorophyll fluorescence (SIF) is improving our knowledge about the photosynthetic functioning of terrestrial ecosystems. The feasibility of SIF retrievals from spaceborne atmospheric spectrometers has been…