David Frantz

University of Trier

15, Universitaetsring

Trier, 54286

Germany

  • University of Trier

SCHOLARLY PAPERS

7

DOWNLOADS

357

TOTAL CITATIONS

2

Scholarly Papers (7)

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1.

Weighing the Global Built Environment: High Resolution Mapping and Quantification of Material Stocks in Buildings

Number of pages: 24 Posted: 03 Jul 2024
Helmut Haberl, Andre Baumgart, Julian Zeidler, Franz Schug, David Frantz, Daniela Palacios-Lopez, Tomer Fishman, Yoav Peled, Bowen Cai, Doris Virág, Patrick Hostert, Dominik Wiedenhofer and Thomas Esch
Universität für Bodenkultur Wien (BOKU), Universität für Bodenkultur Wien (BOKU), German Aerospace Center - German Remote Sensing Data Center, affiliation not provided to SSRN, University of Trier, German Aerospace Center - German Remote Sensing Data Center, Leiden University, Interdisciplinary Center Herzliya, Wuhan University - School of Remote Sensing and Information Engineering, affiliation not provided to SSRN, Humboldt-Universität zu Berlin, University of Natural Resources and Life Sciences, Vienna and German Aerospace Center - German Remote Sensing Data Center
Downloads 131 (431,425)

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Buildings, Mapping, Earth Observation, Material Stocks, Material Flow Analysis, Industrial Ecology

2.

Mapping Material Stocks of Buildings and Mobility Infrastructure in the United Kingdom and the Republic of Ireland

Number of pages: 26 Posted: 20 Dec 2023 Last Revised: 02 May 2024
Dominik Wiedenhofer, Franz Schug, Hannes Gauch, Maud Lanau, Michal Piotr Drewniok, Andre Baumgart, Doris Virág, Harry Watt, Andre Cabrera Serrenho, Danielle Densley Tingley, Helmut Haberl and David Frantz
University of Natural Resources and Life Sciences, Vienna, affiliation not provided to SSRN, University of Cambridge, Chalmers University of Technology, School of Civil Engineering, Faculty of Engineering and Physical Sciences, Universität für Bodenkultur Wien (BOKU), affiliation not provided to SSRN, Sheffield University, University of Cambridge - Department of Engineering, University of Sheffield - Department of Civil & Structural Engineering, Universität für Bodenkultur Wien (BOKU) and University of Trier
Downloads 112 (485,963)

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Earth observation; Sentinel-1; Sentinel-2; infrastructure mapping; social metabolism; material stocks; sustainable resource use; sustainability

3.

Quantifying material stocks in long-lived products: research frontiers for sustainable resource-use strategies

Number of pages: 32 Posted: 25 Oct 2024
Jan Streeck, Andre Baumgart, Helmut Haberl, Fridolin Krausmann, Bowen Cai, Tomer Fishman, Maud Lanau, Peter Berrill, Zhi Cao, Sebastiaan Deetman, David Frantz, Volker Krey, Alessio Mastrucci, Alessio Miatto, Stefan Pauliuk, Lola Rousseau, Shoshanna Saxe, Danielle Densley Tingley, Gamze Ünlü and Dominik Wiedenhofer
University of Natural Resources and Life Sciences, Vienna, Universität für Bodenkultur Wien (BOKU), Universität für Bodenkultur Wien (BOKU), Alpen Adria University - Institute of Social Ecology, Wuhan University - School of Remote Sensing and Information Engineering, Leiden University, Chalmers University of Technology, Leiden University, Nankai University, Leiden University - CML, Department Industrial Ecology, University of Trier, International Institute for Applied Systems Analysis (IIASA), International Institute for Applied Systems Analysis (IIASA), Government of the Commonwealth of Australia - CSIRO Health & Biosecurity, University of Freiburg, Norwegian University of Science and Technology (NTNU), University of Toronto, University of Sheffield - Department of Civil & Structural Engineering, International Institute for Applied Systems Analysis (IIASA) and University of Natural Resources and Life Sciences, Vienna
Downloads 55 (730,496)
Citation 1

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material flow analysis, sustainable resource management, uncertainty analysis, socioeconomic metabolism, material stocks

4.

Mapping Tree Species Fractions in Temperate Mixed Forests Using Sentinel-2 Time Series

Number of pages: 79 Posted: 19 Oct 2024
David Klehr, Johannes Stoffels, Andreas Hill, Vu-Dong Pham, Sebastian van der Linden and David Frantz
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Trier
Downloads 24 (1,006,468)

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Sentinel-2, Tree species, Forest Inventory, Time series reconstruction, Synthetic training data, Regression-based unmixing, Neural network regression

5.

Temporally Transferable Crop Mapping with Temporal Encoding and Deep Learning Augmentations

Number of pages: 34 Posted: 28 Dec 2023
Vu-Dong Pham, Gideon Tetteh, Fabian Thiel, Stefan Erasmi, Marcel Schwieder, David Frantz and Sebastian van der Linden
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Johann Heinrich von Thünen Institute (vTI), affiliation not provided to SSRN, University of Trier and affiliation not provided to SSRN
Downloads 23 (985,038)

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Annual crop mapping, transferability, temporal encoding, data augmentations, 1D-CNN

6.

Validity Constraints for Data Analysis Workflows

Number of pages: 18 Posted: 17 Oct 2023
Florian Schintke, Khalid Belhajjame, Ninon De Mecquenem, David Frantz, Vanessa Emanuela Guarino, Marcus Hilbrich, Fabian Lehmann, Paolo Missier, Rebecca Sattler, Jan Arne Sparka, Daniel T. Speckhard, Hermann Stolte, Anh Duc Vu and Ulf Leser
Zuse Institute Berlin, affiliation not provided to SSRN, Humboldt University of Berlin, University of Trier, Humboldt University of Berlin, Humboldt University of Berlin, Humboldt University of Berlin, Newcastle University, Humboldt University of Berlin, Humboldt University of Berlin, Humboldt University of Berlin, Humboldt University of Berlin, Humboldt University of Berlin and Humboldt University of Berlin
Downloads 11 (1,121,009)
Citation 1

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scientific workflow systems, workflow specification languages, validity constraints, dependability, integrity, and conformance checking

7.

Analyzing scaling laws beyond city boundaries reveals substantial environmental benefits of dense settlements

Number of pages: 42
Yiwei Yang, Benedikt Grammer, Rafael Prieto-Curiel, David Frantz, Helmut Haberl and Dominik Wiedenhofer
University of Natural Resources and Life Sciences, Vienna, University of Natural Resources and Life Sciences, Vienna, Complexity Science Hub Vienna, University of Trier, Universität für Bodenkultur Wien (BOKU) and University of Natural Resources and Life Sciences, Vienna
Downloads 1

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scaling laws, population density, infrastructure, buildings, material stocks, greenhouse gas (GHG) emissions