Search Results - "van der Linden, Sebastian"

Gridded population mapping for Germany based on building density, height and type from Earth Observation data using census disaggregation and bottom-up estimates by Schug, Franz, Frantz, David, van der Linden, Sebastian, Hostert, Patrick

“…Gridded population data is widely used to map fine scale population patterns and dynamics to understand associated human-environmental processes for global…”
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Mapping megacity growth with multi-sensor data by Griffiths, Patrick, Hostert, Patrick, Gruebner, Oliver, der Linden, Sebastian van

“…In our increasingly urbanized world, monitoring and mapping of urban growth and thereby induced land-use and land-cover change (LULCC) is of emergent…”
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Multi-season unmixing of vegetation class fractions across diverse Californian ecoregions using simulated spaceborne imaging spectroscopy data by Okujeni, Akpona, Jänicke, Clemens, Cooper, Sam, Frantz, David, Hostert, Patrick, Clark, Matthew, Segl, Karl, van der Linden, Sebastian

“…Spaceborne imaging spectrometers are expected to facilitate regional-scale vegetation analyses with multi-season hyperspectral imagery. However, we still lack…”
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Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data by Waske, Björn, van der Linden, Sebastian, Benediktsson, Jón Atli, Rabe, Andreas, Hostert, Patrick

“…The accuracy of supervised land cover classifications depends on factors such as the chosen classification algorithm, adequate training data, the input data…”
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Optical trait indicators for remote sensing of plant species composition: Predictive power and seasonal variability by Feilhauer, Hannes, Somers, Ben, van der Linden, Sebastian

“…•Optical traits determine the spectral signal of vegetation stands.•We ask how optical traits link plant species composition to canopy reflectance.•We analyze…”
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Remote sensing of peatland degradation in temperate and boreal climate zones – A review of the potentials, gaps, and challenges by de Waard, Farina, Connolly, John, Barthelmes, Alexandra, Joosten, Hans, van der Linden, Sebastian

“…[Display omitted] •We present a 3D framework to evaluate peatland degradation research.•54 % of 115 analyzed studies assess vegetation using space- or airborne…”
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The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing by Vander Linden, Sebastian, Rabe, Andreas, Held, Matthias, Jakimow, Benjamin, Leitao, Pedro J, Okujeni, Akpona, Schwieder, Marcel, Suess, Stefan, Hostert, Patrick

“…The EnMAP-Box is a toolbox that is developed for the processing and analysis of data acquired by the German spaceborne imaging spectrometer EnMAP…”
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Unveiling patterns in human dominated landscapes through mapping the mass of US built structures by Frantz, David, Schug, Franz, Wiedenhofer, Dominik, Baumgart, André, Virág, Doris, Cooper, Sam, Gómez-Medina, Camila, Lehmann, Fabian, Udelhoven, Thomas, van der Linden, Sebastian, Hostert, Patrick, Haberl, Helmut

“…Built structures increasingly dominate the Earth’s landscapes; their surging mass is currently overtaking global biomass. We here assess built structures in…”
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Combining simulated hyperspectral EnMAP and Landsat time series for forest aboveground biomass mapping by Cooper, Sam, Okujeni, Akpona, Pflugmacher, Dirk, van der Linden, Sebastian, Hostert, Patrick

“…•Forest aboveground biomass was mapped with optical data using lidar-based reference.•Two-date simulated EnMAP imagery outperformed a monthly Landsat time…”
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Advancing peatland vegetation mapping by spaceborne imaging spectroscopy by Arasumani, M., Thiel, Fabian, Pham, Vu-Dong, Hellmann, Christina, Kaiser, Moritz, van der Linden, Sebastian

“…•We used new spaceborne hyperspectral data to map fractions of peatland vegetation.•A Regression-based unmixing approach with synthetically mixed training data…”
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Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series by Senf, Cornelius, Pflugmacher, Dirk, Van der Linden, Sebastian, Hostert, Patrick

“…We developed and evaluated a new approach for mapping rubber plantations and natural forests in one of Southeast Asia’s biodiversity hot spots, Xishuangbanna…”
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Cross-border Comparison of Post-socialist Farmland Abandonment in the Carpathians by Kuemmerle, Tobias, Hostert, Patrick, Radeloff, Volker C, van der Linden, Sebastian, Perzanowski, Kajetan, Kruhlov, Ivan

“…Agricultural areas are declining in many areas of the world, often because socio-economic and political changes make agriculture less profitable. The…”
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Revisiting the Past: Replicability of a Historic Long-Term Vegetation Dynamics Assessment in the Era of Big Data Analytics by Frantz, David, Hostert, Patrick, Rufin, Philippe, Ernst, Stefan, Röder, Achim, van der Linden, Sebastian

“…Open and analysis-ready data, as well as methodological and technical advancements have resulted in an unprecedented capability for observing the Earth’s land…”
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Temporally transferable crop mapping with temporal encoding and deep learning augmentations by Pham, Vu-Dong, Tetteh, Gideon, Thiel, Fabian, Erasmi, Stefan, Schwieder, Marcel, Frantz, David, van der Linden, Sebastian

“…•Crop types are mapped at high accuracy on a regional scale for 12 consecutive years.•Temporal encoding (TE) of annual time series into 365 equidistant…”
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Remote sensing of sun-induced fluorescence to improve modeling of diurnal courses of gross primary production (GPP) by DAMM, ALEXANDER, ELBERS, JAN, ERLER, ANDRÉ, GIOLI, BENIAMINO, HAMDI, KARIM, HUTJES, RONALD, KOSVANCOVA, MARTINA, MERONI, MICHELE, MIGLIETTA, FRANCO, MOERSCH, ANDRÉ, MORENO, JOSE, SCHICKLING, ANKE, SONNENSCHEIN, RUTH, UDELHOVEN, THOMAS, van derLINDEN, SEBASTIAN, HOSTERT, PATRICK, RASCHER, UWE

“…Terrestrial gross primary production (GPP) is an important parameter to explore and quantify carbon fixation by plant ecosystems at various scales. Remote…”
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EnMAP-Box: Imaging spectroscopy in QGIS by Jakimow, Benjamin, Janz, Andreas, Thiel, Fabian, Okujeni, Akpona, Hostert, Patrick, van der Linden, Sebastian

“…Satellite missions like EnMAP and PRISMA generate raster images that describe the Earth’s environment with hyperspectral resolution. Such imaging spectroscopy…”
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A Novel Spectral Library Pruning Technique for Spectral Unmixing of Urban Land Cover by Degerickx, Jeroen, Okujeni, Akpona, Iordache, Marian-Daniel, Hermy, Martin, van der Linden, Sebastian, Somers, Ben

“…Spectral unmixing of urban land cover relies on representative endmember libraries. For repeated mapping of multiple cities, the use of a generic spectral…”
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High-resolution data and maps of material stock, population, and employment in Austria from 1985 to 2018 by Schug, Franz, Wiedenhofer, Dominik, Haberl, Helmut, Frantz, David, Virág, Doris, van der Linden, Sebastian, Hostert, Patrick

“…High-resolution maps of material stocks in buildings and infrastructures are of key importance for studies of societal resource use (social metabolism,…”
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A Comparison of Advanced Regression Algorithms for Quantifying Urban Land Cover by Okujeni, Akpona, Vander Linden, Sebastian, Jakimow, Benjamin, Rabe, Andreas, Verrelst, Jochem, Hostert, Patrick

“…Quantitative methods for mapping sub-pixel land cover fractions are gaining increasing attention, particularly with regard to upcoming hyperspectral satellite…”
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Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP by Leitao, Pedro J, Schwieder, Marcel, Suess, Stefan, Okujeni, Akpona, Galvao, Lenio Soares, Vander Linden, Sebastian, Hostert, Patrick

“…In times of global environmental change, the sustainability of human-environment systems is only possible through a better understanding of ecosystem…”
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