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1 to 10 of 17 Results

Classification of Types of Changes in Gully Environments Using Time Series Forest Algorithm [data] Jan 16, 2024 - 3D Spatial Data Processing Vallejo Orti, Miguel; Castillo, Carlos; Zahs, Vivien; Bubenzer, Olaf; Höfle, Bernhard, 2023, "Classification of Types of Changes in Gully Environments Using Time Series Forest Algorithm [data]", https://doi.org/10.11588/data/NSMM6P, heiDATA, V2, UNF:6:KVUhApCn+Ker99oncknXzA== [fileUNF] This code implements the TimeSeriesForest algorithm to classify different types of changes in gully environments. i)gully topographical change, ii)no change outside gully, iii) no change inside gully, and iv) non-topographical change. The algorithm is specifically designed for ti...
Gully detection with Inverse Morphological Reconstruction Algorithm [data] Dec 13, 2023 - 3D Spatial Data Processing Vallejo Orti, Miguel; Negussie, Kaleb; Corral, Eva; Höfle, Bernhard; Bubenzer, Olaf, 2023, "Gully detection with Inverse Morphological Reconstruction Algorithm [data]", https://doi.org/10.11588/data/PXDR4M, heiDATA, V1 Characterization of micro-terrain features has been explored to detect gully objects in the terrain. An adaptation to the morphological reconstruction operator is implemented to detect gullies instead of buildings or other man-made structures. This operator can be configured to d...
Geo- and Cosmochemistry(Heidelberg University - Institute of Earth Sciences) Dec 7, 2023 Data publications of the Geo- and Cosmochemistry Research Group at the Institute of Earth Science of Heidelberg University.
Mechanical forces control the valency of the malaria adhesin VAR2CSA by exposing cryptic glycan binding sites [data] Dec 4, 2023 - HITS MBM Roessner Rita; Michelarakis, Nicholas; Gräter, Frauke; Aponte-Santamaría, Camilo, 2023, "Mechanical forces control the valency of the malaria adhesin VAR2CSA by exposing cryptic glycan binding sites [data]", https://doi.org/10.11588/data/EZHMDU, heiDATA, V1 Plasmodium falciparum (Pf) is responsible for the most lethal form of malaria. VAR2CSA is an adhesin protein expressed by this parasite at the membrane of infected erythrocytes for attachment to the placenta, leading to pregnancy-associated malaria. VAR2CSA is a large 355 kDa mul...
Data Analysis and Modeling in Medicine (MIISM) - Group Hesser(Heidelberg University, Mannheim Institute of Intelligent Systems in Medicine (MIISM)) Oct 12, 2023 The research group of Prof. Hesser focuses on the field of inverse problems. To mention a few, image reconstruction, segmentation, classification etc. play a vital role for clinical decision systems (CDS) or therapy support systems (TSS) but also for preclinical research. Deep le...
Digital Appendix: Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy Sep 29, 2023 - Functional Neuroanatomy Asan, Livia, 2023, "Digital Appendix: Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy", https://doi.org/10.11588/data/TPZWAE, heiDATA, V1, UNF:6:E5Th/vUc0jX9a3OPVhNHfQ== [fileUNF] This is the digital appendix to the dissertation by Livia Asan, titled "Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy", at the Faculty of Medicine, Heidelberg, Rup...
Optimising Urban Measurement Networks for CO2 Flux Estimation: A High-Resolution Observing System Simulation Experiment using GRAMM/GRAL [data] Sep 28, 2023 - Atmosphäre Vardag, Sanam Noreen; Maiwald, Robert, 2023, "Optimising Urban Measurement Networks for CO2 Flux Estimation: A High-Resolution Observing System Simulation Experiment using GRAMM/GRAL [data]", https://doi.org/10.11588/data/NHIVDO, heiDATA, V1 The data set contains CO2 concentration fields at 2m height above ground in Heidelberg, Germany as simulated by the model GRAMM (v19.1)/GRAL(v.19.1). It can be used as input for Observing System Simulation Experiments (OSSE). The model GRAMM and a link to its documentation can be...
Deschler-Group: Functional Material Dynamics(Heidelberg University, Institute of Physical Chemistry) Jul 24, 2023 Open Research Data on functional material dynamics of the Deschler Group at the Institute of Physical Chemistry of Heidelberg University.
Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code] Jul 20, 2023 - 3D Spatial Data Processing Zahs, Vivien; Anders, Katharina; Kohns, Julia; Stark, Alexander; Höfle, Bernhard, 2023, "Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code]", https://doi.org/10.11588/data/D3WZID, heiDATA, V1 Automatic damage assessment by analysing UAV-derived 3D point clouds provides fast information on the damage situation after an earthquake. However, the assessment of different damage grades is challenging given the variety in damage characteristics and limited transferability of...
Multi Profile Curvature Analysis (MPCA) algorithm for gully detection using TanDEM X Digital elevation model. Jul 11, 2023 - 3D Spatial Data Processing Vallejo Orti, Miguel; Negussie, Kaleb; Corral, Eva; Höfle, Bernhard; Bubenzer, Olaf, 2023, "Multi Profile Curvature Analysis (MPCA) algorithm for gully detection using TanDEM X Digital elevation model.", https://doi.org/10.11588/data/A4KGYJ, heiDATA, V1 Characterization of micro-terrain features has been explored to detect convex and concave features in the terrain. The analysis of first and second derivatives of a function fitted to the terrain is a frequently used resource to describe terrain characteristics and to undertake G...

Classification of Types of Changes in Gully Environments Using Time Series Forest Algorithm [data]

Jan 16, 2024 - 3D Spatial Data Processing

Vallejo Orti, Miguel; Castillo, Carlos; Zahs, Vivien; Bubenzer, Olaf; Höfle, Bernhard, 2023, "Classification of Types of Changes in Gully Environments Using Time Series Forest Algorithm [data]", https://doi.org/10.11588/data/NSMM6P, heiDATA, V2, UNF:6:KVUhApCn+Ker99oncknXzA== [fileUNF]

This code implements the TimeSeriesForest algorithm to classify different types of changes in gully environments. i)gully topographical change, ii)no change outside gully, iii) no change inside gully, and iv) non-topographical change. The algorithm is specifically designed for ti...

Gully detection with Inverse Morphological Reconstruction Algorithm [data]

Dec 13, 2023 - 3D Spatial Data Processing

Vallejo Orti, Miguel; Negussie, Kaleb; Corral, Eva; Höfle, Bernhard; Bubenzer, Olaf, 2023, "Gully detection with Inverse Morphological Reconstruction Algorithm [data]", https://doi.org/10.11588/data/PXDR4M, heiDATA, V1

Characterization of micro-terrain features has been explored to detect gully objects in the terrain. An adaptation to the morphological reconstruction operator is implemented to detect gullies instead of buildings or other man-made structures. This operator can be configured to d...

Geo- and Cosmochemistry(Heidelberg University - Institute of Earth Sciences)

Dec 7, 2023

Data publications of the Geo- and Cosmochemistry Research Group at the Institute of Earth Science of Heidelberg University.

Mechanical forces control the valency of the malaria adhesin VAR2CSA by exposing cryptic glycan binding sites [data]

Dec 4, 2023 - HITS MBM

Roessner Rita; Michelarakis, Nicholas; Gräter, Frauke; Aponte-Santamaría, Camilo, 2023, "Mechanical forces control the valency of the malaria adhesin VAR2CSA by exposing cryptic glycan binding sites [data]", https://doi.org/10.11588/data/EZHMDU, heiDATA, V1

Plasmodium falciparum (Pf) is responsible for the most lethal form of malaria. VAR2CSA is an adhesin protein expressed by this parasite at the membrane of infected erythrocytes for attachment to the placenta, leading to pregnancy-associated malaria. VAR2CSA is a large 355 kDa mul...

Data Analysis and Modeling in Medicine (MIISM) - Group Hesser(Heidelberg University, Mannheim Institute of Intelligent Systems in Medicine (MIISM))

Oct 12, 2023

The research group of Prof. Hesser focuses on the field of inverse problems. To mention a few, image reconstruction, segmentation, classification etc. play a vital role for clinical decision systems (CDS) or therapy support systems (TSS) but also for preclinical research. Deep le...

Digital Appendix: Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy

Sep 29, 2023 - Functional Neuroanatomy

Asan, Livia, 2023, "Digital Appendix: Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy", https://doi.org/10.11588/data/TPZWAE, heiDATA, V1, UNF:6:E5Th/vUc0jX9a3OPVhNHfQ== [fileUNF]

This is the digital appendix to the dissertation by Livia Asan, titled "Structural cerebrocortical changes in ageing and chronic neuropathic pain - a mouse study correlating magnetic resonance imaging and in vivo two-photon microscopy", at the Faculty of Medicine, Heidelberg, Rup...

Optimising Urban Measurement Networks for CO2 Flux Estimation: A High-Resolution Observing System Simulation Experiment using GRAMM/GRAL [data]

Sep 28, 2023 - Atmosphäre

Vardag, Sanam Noreen; Maiwald, Robert, 2023, "Optimising Urban Measurement Networks for CO2 Flux Estimation: A High-Resolution Observing System Simulation Experiment using GRAMM/GRAL [data]", https://doi.org/10.11588/data/NHIVDO, heiDATA, V1

The data set contains CO2 concentration fields at 2m height above ground in Heidelberg, Germany as simulated by the model GRAMM (v19.1)/GRAL(v.19.1). It can be used as input for Observing System Simulation Experiments (OSSE). The model GRAMM and a link to its documentation can be...

Deschler-Group: Functional Material Dynamics(Heidelberg University, Institute of Physical Chemistry)

Jul 24, 2023

Open Research Data on functional material dynamics of the Deschler Group at the Institute of Physical Chemistry of Heidelberg University.

Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code]

Jul 20, 2023 - 3D Spatial Data Processing

Zahs, Vivien; Anders, Katharina; Kohns, Julia; Stark, Alexander; Höfle, Bernhard, 2023, "Classification of structural building damage grades from multi-temporal photogrammetric point clouds using a machine learning model trained on virtual laser scanning data [Data and Source Code]", https://doi.org/10.11588/data/D3WZID, heiDATA, V1

Automatic damage assessment by analysing UAV-derived 3D point clouds provides fast information on the damage situation after an earthquake. However, the assessment of different damage grades is challenging given the variety in damage characteristics and limited transferability of...

Multi Profile Curvature Analysis (MPCA) algorithm for gully detection using TanDEM X Digital elevation model.

Jul 11, 2023 - 3D Spatial Data Processing

Vallejo Orti, Miguel; Negussie, Kaleb; Corral, Eva; Höfle, Bernhard; Bubenzer, Olaf, 2023, "Multi Profile Curvature Analysis (MPCA) algorithm for gully detection using TanDEM X Digital elevation model.", https://doi.org/10.11588/data/A4KGYJ, heiDATA, V1

Characterization of micro-terrain features has been explored to detect convex and concave features in the terrain. The analysis of first and second derivatives of a function fitted to the terrain is a frequently used resource to describe terrain characteristics and to undertake G...

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