Risultati finali
A centralized massive harmonized and georeferenced dataset of vegetation structure and birds species changes and dynamic will be created and made available for the project activities
D2.2 Definition and specification of protocols for merging EO data and specification of ‘state vector’: time, space, wavelength requirements, ancillary data (elevation, land cover), projections, file formats (Technical requirements document)Definition and specification of protocols for merging EO data and specification of system ‘state vector’: time, space, wavelength requirements, ancillary data (elevation, land cover), projections, file formats. This will form the basis of a technical requirements specification for the production of the state vector.
D2.6 Summary of exploitation of EO merging system, refinements, recommendations (scientific report/submitted journal publicationSummary of exploitation of EO merging system, refinements, recommendations, based on implementation, testing and refinement at test sites. This will comprise a summary document providing the detailed implementation and testing results as well as draft scientific papers demonstrating the method and application.
D7.3 Report on detailed land use change at the national and regional level, including an assessment of economic, social, political and institutional drivers of changeReport on detailed land use change at the national and regional level, including an assessment of economic, social, political and institutional drivers of change. A biophysical analysis of land system change will be combined with an institutional analysis of political, economic and social drivers of change in the selected regions.
D3.3 Synthesis dataset of tree ring records, with uncertainty analysisA new integrated treering dataset will be created using different archives including oxygen isotopes measurements The data will include when available stand information and tree mortality All the data will be harmonized and uncertainty estimated
D5.2 Methods for Multivariate Novelty Detection for Synthetic Change IndexMethods for Multivariate Novelty Detection for Synthetic Change Index - algorithms for novelty detection with local multivariate autoregressive models - explicit kernel transforms for novelty detection
D8.5 EO-based maps of the vulnerability of biodiversity (integrating independently estimated biodiversity vulnerability with RS estimates of ecosystem change)One major application of the BACIndex will be to highlight regions where major ecosystem changes are occurring WP5 to provide an early warning system for potential biodiversity losses We will explore this possibility by combining the BACIndex estimates with maps of biodiversity vulnerability Maps of biological vulnerability will include hotspots of threatened and endangered species richness and endemism determined from global range maps such as the IUCN maps In addition we will consider threatened habitat types as defined by the EU Habitats Directive hereunder focusing on the utility of EO to monitor biodiversity trends and conservation status of Natura 2000 sites linking EO to ground survey data eg thousands of repeatedly surveyed vegetation plots in Danish Natura 2000 sites Rapid changes in these areas represent a particular threat to biodiversity These maps of biological vulnerability will also be directly useful to conservation and land management throughout Europe enabling improved conservation prioritization
Product comparison and validation reportReport that presents the results of the validation exercise for a series of regional cases.
D2.1 Summary of available archived optical (UCL) microwave (FSU) low-level and derived productsSummary of available archived optical (UCL) and microwave (FSU) low-level (ie remote sensing specific) and derived (higher level, biophysical parameters) products. These are to be identified in terms of their utility to generating information for the system state vector, availability and ease of use.
D7.2 Report on global demand and for land-based products, and inputs in the land system in decadal time series at the global levelReport on global demand and for landbased products and inputs in the land system in decadal time series at the global level It will use the analytical framework Human appropriation of Net Primary Production Haberl et al 2007 as basis and collate data on inputs of landbased production By means of decomposition analysis the role of different socioeconomic drivers for land system changes will be analysed
D5.3 Algorithms for Interactive User Feedback for Model Analysis and ImprovementAlgorithms for Interactive User Feedback for Model Analysis and Improvement software prototype that allows for interactive user feedback and incremental model update
D7.4 Report on the socio-economic drivers of change detected by EOs in relation to other driversReport on the socio-economic drivers of change detected by EOs in relation to other drivers. Consistent accounts of the changes in socioeconomic inputs to the land production system will be related to the observed changes at the system level in the selected regions. This will serve as plausibility check for the attribution scheme in WP5.
D5.1 First Methods for Novelty Detection for Synthetic Change IndexFirst Methods for Novelty Detection for Synthetic Change Index - first version of a novelty detection algorithm that runs on a smaller subset of predictor variables and is restricted to a validation region - evaluation report of null space methods and GP predictive variance - kernel functions for mixed continuous and discrete data
D8.2 A pan-European assessment of the conservation status of Natura 2000 protected areasWe will assess the status of European protected areas with respect to changing ecosystem properties as estimated from EO products On one hand we expect protected areas to change relatively little compared to surrounding areas On the other rapid change in these areas raises a red flag for conservation concerns Results will be disseminated through the BACI newsletter and a peerreviewed manuscript
D3.2 Synthesis data product of ecosystem parameters derived at Fluxnet sites, characterized by uncertainty estimationA dataset of ecological propertiesfunctions and responses to external drivers will be calculated using eddy covariance measurements collected in sites in Europe and Africa The data will be harmonized and uncertainty estimated
D4.1 Scientific Report of newly developed machine learning techniques for upscaling EEVs and EFPsA technical report will sumarize the proscons of different machine learning methods for generating downstream products based on EOs and site level data
D5.4 Methods for Attribution Scheme and Near Real-Time BACI"Methods for Attribution Scheme and Near Real-Time BACI - analysis of feature relevance for novelty detection - software for near real-time change detection and novelty score It is important to note that the attribute ""near real-time"" for the change detection refers to the prediction speed of the algorithm. The availability of EO data for very recent timestamps will determine the real-time capability of the whole process."
D6.3 Synthesis paper on suitability and limitation of BACI for monitoring ecosystem changesVersion of a synthesis paper that describes the usefulness of BACI to track different key ecosystem changes. The synthesis will involve many of the project partners and results from WP 6 and 7 in particular.
Identification of promising applications for EO for land system science and sustainability science based on a user consultation workshop. Requirements for EO data products will be identified, and the potential of existing, and in particular novel BACI data products will be discussed.
D8.3 Validation of European space data layers for biodiversity monitoringWe will ground-truth BACI products, including the BACIndex, for general use in biodiversity monitoring using large databases of plant and bird population sizes and diversity through time. Rapid changes in diversity, or changes in species composition, of on-the-ground samples should be associated with ecosystem change estimates based on EOs. Assuming that a link is possible, this will pave the way for predictive biodiversity monitoring. Results will be disseminated through the BACI newsletter and peer-reviewed publications.
D4.5 Global products of plant trait phenologiesA data set incuding (time-dynamic) plant-trait phenologies will be made avaibale.
D2.5 Delivery of system state vector data including end-to-end testing results at identified sites, regionsDelivery of algorithm for generating system state vector and identified sites and regions, including end-to-end testing results and summary report.
D4.3 Spatialized and yearly resolved tree ring widths for EuropeThe results of Task 4.3 will be reported. A report will be submitted on the possibilities and results of upscaling tree ring width data spatially over Europe.
D3.1 Synthesis dataset of plant traits and phenology characterized by uncertainty estimationThe plant trait database TRY will be completed with species from Africa and with information about phonological information collected in other initiatives The data will be standardize georeferenced and associated with uncertainty estimations
D8.4 Species distribution models calibrated for a large number of European birds and plants, built on high-resolution remote sensing layers and continually updated as new data becomes available.We will assess the utility of high-resolution description ofecosystem properties for enhancing fine-scale habitat selection models for a wide range of bird and plant species. Accurate descriptions of fine-scale habitat characteristics is likely to lead to substantial improvements in model predictions. To the extent that species fine-scale distributions are related to EO-derived estimates of ecosystem properties, yearly updates of these properties will allow yearly updates to habitat selection models. This will enable improved monitoring – for example it will be useful to guide observers towards locations most likely to harbour a species of interest, and will serve as an early warning system for endangered species if the fine-scale habitat conditions for the species suddenly become unsuitable for the species. Results will be disseminated through the BACI newsletter and peer-reviewed publications.
D3.5 Collection of LiDAR derived vegetation structure and biomass data, including inventory informationA first collection of LIDAR data or derived products, complemented by inventory data in crucial regions where LIDAR measurements are not available and hyperspectral data when collected together with the LIDAR, will be created and harmonized.
D4.4 Global products of carbon and energy fluxes derived from upscaling FLUXNET observations that resolve the diurnal cycleA data set on CO2 and H2O landatmosphere fluxes resolving the diurnal cycle will be published
D6.1 Validation framework and description of regional validation sitesDescribes the consolidated validation framework and a description and data availability (including those of WP3) that will be used for the validation exercise.
D4.2 Global products of FLUXNET derived ecosystem functional properties at annual time scale with quantified uncertaintiesAnnual maps of ecosystem functional properties will be provided to the public Uncertainties will be explicitly quantified
A hard-cover brochure (also made avaibale online) will summarize the major findings in BACI. All WP leaders and partners will be invited to explain their innovations to a broader public. The preparation of the brochure will also be discussed with the scientific advisory board.
Press release 4Press release summarizing the majr progress made in BACI informing the public about the implications for stakeholders and mechanisms implemented.
Press release 3Press release informing the public about the progress in the BACI consortium
Press release 1Press release informaing about the objectives of BACI and potential implications for the public
WebsiteThe public webpage will be setup at the beginning of the project and contain all information relevant to the public eg structure of the project objectives organization services job opportunities publications and scientific highlights
Press release 2Press release on the prototype results of BACI
A Data Management Plan in compliance with the guidelines on Data Management in Horizon 2020 will be organized by WP1 within the first six months of the project and continuously updated with WP3 researchers being key contributors to the data management plan
Pubblicazioni
Autori:
Sebastian Sippel, Jakob Zscheischler, Miguel D. Mahecha, Rene Orth, Markus Reichstein, Martha Vogel, Sonia I. Seneviratne
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Earth System Dynamics, Numero 8/2, 2017, Pagina/e 387-403, ISSN 2190-4987
Editore:
Copernicus publ
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10.5194/esd-8-387-2017
Autori:
Sujan Koirala, Martin Jung, Markus Reichstein, Inge E. M. de Graaf, Gustau Camps-Valls, Kazuhito Ichii, Dario Papale, Botond Ráduly, Christopher R. Schwalm, Gianluca Tramontana, Nuno Carvalhais
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Geophysical Research Letters, Numero 44/9, 2017, Pagina/e 4134-4142, ISSN 0094-8276
Editore:
American Geophysical Union
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Karl-Heinz Erb, Sebastiaan Luyssaert, Patrick Meyfroidt, Julia Pongratz, Axel Don, Silvia Kloster, Tobias Kuemmerle, Tamara Fetzel, Richard Fuchs, Martin Herold, Helmut Haberl, Chris D. Jones, Erika Marín-Spiotta, Ian McCallum, Eddy Robertson, Verena Seufert, Steffen Fritz, Aude Valade, Andrew Wiltshire, Albertus J. Dolman
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Global Change Biology, Numero 23/2, 2017, Pagina/e 512-533, ISSN 1354-1013
Editore:
Blackwell Publishing Inc.
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10.1111/gcb.13443
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Jakob Zscheischler, Miguel D. Mahecha, Valerio Avitabile, Leonardo Calle, Nuno Carvalhais, Philippe Ciais, Fabian Gans, Nicolas Gruber, Jens Hartmann, Martin Herold, Kazuhito Ichii, Martin Jung, Peter Landschützer, Goulven G. Laruelle, Ronny Lauerwald, Dario Papale, Philippe Peylin, Benjamin Poulter, Deepak Ray, Pierre Regnier, Christian Rödenbeck, Rosa M. Roman-Cuesta, Christopher Schwalm, Gian
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Biogeosciences, Numero 14/15, 2017, Pagina/e 3685-3703, ISSN 1726-4189
Editore:
Copernicus Publ
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Flurin Babst, Benjamin Poulter, Paul Bodesheim, Miguel D. Mahecha, David C. Frank
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Nature Ecology & Evolution, Numero 1/2, 2017, Pagina/e 0008, ISSN 2397-334X
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Nature Publising Group
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Martin Jung, Markus Reichstein, Christopher R. Schwalm, Chris Huntingford, Stephen Sitch, Anders Ahlström, Almut Arneth, Gustau Camps-Valls, Philippe Ciais, Pierre Friedlingstein, Fabian Gans, Kazuhito Ichii, Atul K. Jain, Etsushi Kato, Dario Papale, Ben Poulter, Botond Raduly, Christian Rödenbeck, Gianluca Tramontana, Nicolas Viovy, Ying-Ping Wang, Ulrich Weber, Sönke Zaehle, Ning Zeng
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Nature, Numero 541/7638, 2017, Pagina/e 516-520, ISSN 0028-0836
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Nature Publishing Group
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Remote Sensing, Numero 9/1, 2017, Pagina/e 18, ISSN 2072-4292
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Multidisciplinary Digital Publishing Institute (MDPI)
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Milan Flach, Fabian Gans, Alexander Brenning, Joachim Denzler, Markus Reichstein, Erik Rodner, Sebastian Bathiany, Paul Bodesheim, Yanira Guanche, Sebastian Sippel, Miguel D. Mahecha
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Earth System Dynamics, Numero 8/3, 2017, Pagina/e 677-696, ISSN 2190-4987
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Remote Sensing, Numero 9/6, 2017, Pagina/e 515, ISSN 2072-4292
Editore:
Multidisciplinary Digital Publishing Institute (MDPI)
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Talie Musavi, Mirco Migliavacca, Markus Reichstein, Jens Kattge, Christian Wirth, T. Andrew Black, Ivan Janssens, Alexander Knohl, Denis Loustau, Olivier Roupsard, Andrej Varlagin, Serge Rambal, Alessandro Cescatti, Damiano Gianelle, Hiroaki Kondo, Rijan Tamrakar, Miguel D. Mahecha
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Nature Ecology & Evolution, Numero 1/2, 2017, Pagina/e 0048, ISSN 2397-334X
Editore:
Nature Publishing Goup
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10.1038/s41559-016-0048
Autori:
Miguel D. Mahecha, Fabian Gans, Sebastian Sippel, Jonathan F. Donges, Thomas Kaminski, Stefan Metzger, Mirco Migliavacca, Dario Papale, Anja Rammig, Jakob Zscheischler
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Biogeosciences, Numero 14/18, 2017, Pagina/e 4255-4277, ISSN 1726-4189
Editore:
Copernicus Publ
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10.5194/bg-14-4255-2017
Autori:
Iulia Ilie, Peter Dittrich, Nuno Carvalhais, Martin Jung, Andreas Heinemeyer, Mirco Migliavacca, James I. L. Morison, Sebastian Sippel, Jens-Arne Subke, Matthew Wilkinson, Miguel D. Mahecha
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Geoscientific Model Development, Numero 10/9, 2017, Pagina/e 3519-3545, ISSN 1991-9603
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Sebastian Sippel, Friederike E. L. Otto, Milan Flach, Geert Jan van Oldenborgh
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Bulletin of the American Meteorological Society, Numero 97/12, 2016, Pagina/e S51-S56, ISSN 0003-0007
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American Meteorological Society
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Sebastian Sippel, Holger Lange, Miguel D. Mahecha, Michael Hauhs, Paul Bodesheim, Thomas Kaminski, Fabian Gans, Osvaldo A. Rosso
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PLOS ONE, Numero 11/10, 2016, Pagina/e e0164960, ISSN 1932-6203
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Sebastian Sippel, Jakob Zscheischler, Martin Heimann, Holger Lange, Miguel D. Mahecha, Geert Jan van Oldenborgh, Friederike E. L. Otto, Markus Reichstein
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Hydrology and Earth System Sciences, Numero 21/1, 2017, Pagina/e 441-458, ISSN 1607-7938
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Karl-Heinz Erb, Tamara Fetzel, Christoph Plutzar, Thomas Kastner, Christian Lauk, Andreas Mayer, Maria Niedertscheider, Christian Körner, Helmut Haberl
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Nature Geoscience, Numero 9/9, 2016, Pagina/e 674-678, ISSN 1752-0894
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Talie Musavi, Mirco Migliavacca, Martine Janet van de Weg, Jens Kattge, Georg Wohlfahrt, Peter M. van Bodegom, Markus Reichstein, Michael Bahn, Arnaud Carrara, Tomas F. Domingues, Michael Gavazzi, Damiano Gianelle, Cristina Gimeno, André Granier, Carsten Gruening, Kateřina Havránková, Mathias Herbst, Charmaine Hrynkiw, Aram Kalhori, Thomas Kaminski, Katja Klumpp, Pasi Kolari, Bernard Longdoz,
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Ecology and Evolution, Numero 6/20, 2016, Pagina/e 7352-7366, ISSN 2045-7758
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John Wiley and Sons Ltd
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Gaia Vaglio Laurin, Nicola Puletti, Qi Chen, Piermaria Corona, Dario Papale, Riccardo Valentini
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International Journal of Applied Earth Observation and Geoinformation, Numero 52, 2016, Pagina/e 371-379, ISSN 0303-2434
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Gianluca Tramontana, Martin Jung, Christopher R. Schwalm, Kazuhito Ichii, Gustau Camps-Valls, Botond Ráduly, Markus Reichstein, M. Altaf Arain, Alessandro Cescatti, Gerard Kiely, Lutz Merbold, Penelope Serrano-Ortiz, Sven Sickert, Sebastian Wolf, Dario Papale
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M. Campioli, Y. Malhi, S. Vicca, S. Luyssaert, D. Papale, J. Peñuelas, M. Reichstein, M. Migliavacca, M. A. Arain, I. A. Janssens
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Nature Communications, Numero 7, 2016, Pagina/e 13717, ISSN 2041-1723
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Ecosystems, 2017, ISSN 1432-9840
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Sebastian Sippel, Matthias Forkel, Anja Rammig, Kirsten Thonicke, Milan Flach, Martin Heimann, Friederike E L Otto, Markus Reichstein, Miguel D Mahecha
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Mathias Disney, Jan-Peter Muller, Said Kharbouche, Thomas Kaminski, Michael Voßbeck, Philip Lewis, Bernard Pinty
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Johannes Reiche, Richard Lucas, Anthea L. Mitchell, Jan Verbesselt, Dirk H. Hoekman, Jörg Haarpaintner, Josef M. Kellndorfer, Ake Rosenqvist, Eric A. Lehmann, Curtis E. Woodcock, Frank Martin Seifert, Martin Herold
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Remote Sensing of Environment, Numero 180, 2016, Pagina/e 115-127, ISSN 0034-4257
Editore:
Elsevier BV
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10.1016/j.rse.2016.03.004
Autori:
Gaia Vaglio Laurin, Nicola Puletti, William Hawthorne, Veraldo Liesenberg, Piermaria Corona, Dario Papale, Qi Chen, Riccardo Valentini
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Remote Sensing of Environment, Numero 176, 2016, Pagina/e 163-176, ISSN 0034-4257
Editore:
Elsevier BV
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10.1016/j.rse.2016.01.017
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G Vaglio Laurin, WD Hawthorne, T Chiti, A Di Paola, R Cazzolla Gatti, S Marconi, S Noce, E Grieco, F Pirotti, R Valentini
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iForest - Biogeosciences and Forestry, 2016, Pagina/e e1-e9, ISSN 1971-7458
Editore:
The Italian Society of Silviculture and Forest Ecology (SISEF)
DOI:
10.3832/ifor1779-008
Autori:
Maria Santos, Mathias Disney, Jérôme Chave
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Remote Sensing, Numero 10/10, 2018, Pagina/e 1593, ISSN 2072-4292
Editore:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs10101593
Autori:
Gaia Vaglio Laurin, Johannes Balling, Piermaria Corona, Walter Mattioli, Dario Papale, Nicola Puletti, Maria Rizzo, John Truckenbrodt, Marcel Urban
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Journal of Applied Remote Sensing, Numero 12/01, 2018, Pagina/e 1, ISSN 1931-3195
Editore:
Society of Photo-Optical Instrumentation Engineers
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10.1117/1.JRS.12.016008
Autori:
G Vaglio Laurin, R Avezzano, V Bacciu, FD Frate, D Papale, M Virelli
Pubblicato in:
iForest - Biogeosciences and Forestry, Numero 11/3, 2018, Pagina/e 389-395, ISSN 1971-7458
Editore:
The Italian Society of Silviculture and Forest Ecology (SISEF)
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10.3832/ifor2623-011
Autori:
Felix Cremer, Mikhail Urbazaev, Christian Berger, Miguel D. Mahecha, Christiane Schmullius, Christian Thiel
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IEEE Geoscience and Remote Sensing Letters, Numero 15/4, 2018, Pagina/e 537-541, ISSN 1545-598X
Editore:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/LGRS.2018.2791658
Autori:
Jennifer Adams, Philip Lewis, Mathias Disney
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Remote Sensing, Numero 10/12, 2018, Pagina/e 1911, ISSN 2072-4292
Editore:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs10121911
Autori:
Milan Flach, Sebastian Sippel, Fabian Gans, Ana Bastos, Alexander Brenning, Markus Reichstein, Miguel D. Mahecha
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Biogeosciences, Numero 15/20, 2018, Pagina/e 6067-6085, ISSN 1726-4170
Editore:
European Geosciences Union (EGU).
DOI:
10.5194/bg-15-6067-2018
Autori:
Johannes Reiche, Rob Verhoeven, Jan Verbesselt, Eliakim Hamunyela, Niels Wielaard, Martin Herold
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Remote Sensing, Numero 10/5, 2018, Pagina/e 777, ISSN 2072-4292
Editore:
Multidisciplinary Digital Publishing Institute (MDPI)
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10.3390/rs10050777
Autori:
Bjorn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
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IEEE Transactions on Pattern Analysis and Machine Intelligence, Numero 41/5, 2019, Pagina/e 1088-1101, ISSN 0162-8828
Editore:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/TPAMI.2018.2823766
Autori:
Christoforos Pappas, Miguel D. Mahecha, David C. Frank, Flurin Babst, Demetris Koutsoyiannis
Pubblicato in:
Nature Ecology & Evolution, Numero 1/9, 2017, Pagina/e 1263-1270, ISSN 2397-334X
Editore:
Springer Nature
DOI:
10.1038/s41559-017-0277-5
Autori:
Gaia Vaglio Laurin, Claudio Belli, Roberto Bianconi, Pietro Laranci, Dario Papale
Pubblicato in:
The Journal of Agricultural Science, Numero 156/3, 2018, Pagina/e 396-407, ISSN 0021-8596
Editore:
Cambridge University Press
DOI:
10.1017/S0021859618000400
Autori:
Maxim Chernetskiy, Jose Gómez-Dans, Nadine Gobron, Olivier Morgan, Philip Lewis, Sina Truckenbrodt, Christiane Schmullius
Pubblicato in:
Remote Sensing, Numero 9/7, 2017, Pagina/e 656, ISSN 2072-4292
Editore:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs9070656
Autori:
Phil Wilkes, Mathias Disney, Matheus Boni Vicari, Kim Calders, Andrew Burt
Pubblicato in:
Carbon Balance and Management, Numero 13/1, 2018, Pagina/e 10, ISSN 1750-0680
Editore:
BioMed Central
DOI:
10.1186/s13021-018-0098-0
Autori:
Andrew Burt, Mathias Disney, Kim Calders
Pubblicato in:
Methods in Ecology and Evolution, Numero 10(3), 2018, Pagina/e 438445, ISSN 2041-210X
Editore:
John Wiley and Sons Inc.
DOI:
10.1111/2041-210x.13121
Autori:
Francesc Montané, Andrew M. Fox, Avelino F. Arellano, Natasha MacBean, M. Ross Alexander, Alex Dye, Daniel A. Bishop, Valerie Trouet, Flurin Babst, Amy E. Hessl, Neil Pederson, Peter D. Blanken, Gil Bohrer, Christopher M. Gough, Marcy E. Litvak, Kimberly A. Novick, Richard P. Phillips, Jeffrey D. Wood, David J. P. Moore
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Copernicus Gesellschaft mbH
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10.5194/gmd-10-3499-2017
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Natural Hazards, 2018, ISSN 0921-030X
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Kluwer Academic Publishers
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10.1007/s11069-018-3415-8
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Margaret E. K. Evans, Donald A. Falk, Alexis Arizpe, Tyson L. Swetnam, Flurin Babst, Kent E. Holsinger
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Ecosphere, Numero 8/7, 2017, Pagina/e e01889, ISSN 2150-8925
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National Science Review, Numero 5/5, 2017, Pagina/e 728-739, ISSN 2053-714X
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OUP
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Biogeosciences, Numero 15/5, 2018, Pagina/e 1293-1318, ISSN 1726-4170
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European Geosciences Union (EGU).
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10.5194/bg-15-1293-2018
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Ecosystems, Numero 20(8), 2017, Pagina/e 1391-1406, ISSN 1432-9840
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Springer Verlag
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10.13039/501100001822
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Methods in Ecology and Evolution, Numero 10/5, 2019, Pagina/e 680-694, ISSN 2041-210X
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John Wiley and Sons Inc.
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Agricultural and Forest Meteorology, Numero 264, 2019, Pagina/e 322-333, ISSN 0168-1923
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Elsevier BV
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10.1016/j.agrformet.2018.10.021
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Julia Pongratz, Han Dolman, Axel Don, Karl-Heinz Erb, Richard Fuchs, Martin Herold, Chris Jones, Tobias Kuemmerle, Sebastiaan Luyssaert, Patrick Meyfroidt, Kim Naudts
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Global Change Biology, Numero 24/4, 2018, Pagina/e 1470-1487, ISSN 1354-1013
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Blackwell Publishing Inc.
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10.1111/gcb.13988
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Ethan E. Butler, Abhirup Datta, Habacuc Flores-Moreno, Ming Chen, Kirk R. Wythers, Farideh Fazayeli, Arindam Banerjee, Owen K. Atkin, Jens Kattge, Bernard Amiaud, Benjamin Blonder, Gerhard Boenisch, Ben Bond-Lamberty, Kerry A. Brown, Chaeho Byun, Giandiego Campetella, Bruno E. L. Cerabolini, Johannes H. C. Cornelissen, Joseph M. Craine, Dylan Craven, Franciska T. de Vries, Sandra Díaz, Tomas F. D
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Proceedings of the National Academy of Sciences, Numero 114/51, 2017, Pagina/e E10937-E10946, ISSN 0027-8424
Editore:
National Academy of Sciences
DOI:
10.1073/pnas.1708984114
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Soumaya Belmecheri, Flurin Babst, Amy R. Hudson, Julio Betancourt, Valerie Trouet
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Earth Interactions, Numero 21/8, 2017, Pagina/e 1-23, ISSN 1087-3562
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American Meteorological Society
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10.1175/EI-D-16-0023.1
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V. Trouet, F. Babst, M. Meko
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Nature Communications, Numero 9/1, 2018, Pagina/e 180, ISSN 2041-1723
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Nature Publishing Group
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10.1038/s41467-017-02699-3
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Vincent Pellissier, Anne Mimet, Colin Fontaine, Jens-Christian Svenning, Denis Couvet
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Ecology and Evolution, Numero 7/24, 2017, Pagina/e 10513-10535, ISSN 2045-7758
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John Wiley and Sons Ltd
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10.1002/ece3.3534
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Advances in Space Research, Numero 62/7, 2018, Pagina/e 1654-1674, ISSN 0273-1177
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10.1016/j.asr.2018.07.015
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M. Ross Alexander, Christine R. Rollinson, Flurin Babst, Valerie Trouet, David J. P. Moore
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Trees, Numero 32/1, 2018, Pagina/e 265-276, ISSN 0931-1890
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Springer Verlag
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10.1007/s00468-017-1629-0
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Marcel Urban, Christian Berger, Tami Mudau, Kai Heckel, John Truckenbrodt, Victor Onyango Odipo, Izak Smit, Christiane Schmullius
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Remote Sensing, Numero 10/9, 2018, Pagina/e 1482, ISSN 2072-4292
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Multidisciplinary Digital Publishing Institute (MDPI)
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10.3390/rs10091482
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Karl-Heinz Erb, Thomas Kastner, Christoph Plutzar, Anna Liza S. Bais, Nuno Carvalhais, Tamara Fetzel, Simone Gingrich, Helmut Haberl, Christian Lauk, Maria Niedertscheider, Julia Pongratz, Martin Thurner, Sebastiaan Luyssaert
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Nature, Numero 553/7686, 2018, Pagina/e 73-76, ISSN 0028-0836
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Nature Publishing Group
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10.1038/nature25138
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Flurin Babst, Olivier Bouriaud, Benjamin Poulter, Valerie Trouet, Martin P. Girardin, David C. Frank
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Science Advances, Numero 5/1, 2019, Pagina/e eaat4313, ISSN 2375-2548
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AAAS
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10.1126/sciadv.aat4313
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Earth System Science Data, Numero 10/3, 2018, Pagina/e 1327-1365, ISSN 1866-3508
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Copernicus Publications
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10.5194/essd-10-1327-2018
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William Marchand, Martin P Girardin, Sylvie Gauthier, Henrik Hartmann, Olivier Bouriaud, Flurin Babst, Yves Bergeron
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Environmental Research Letters, Numero 13/9, 2018, Pagina/e 093001, ISSN 1748-9326
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Institute of Physics Publishing
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Guido Kraemer, Markus Reichstein, Miguel,D. Mahecha
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The R Journal, Numero 10/1, 2018, Pagina/e 342, ISSN 2073-4859
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R Foundation for Statistical Computing
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10.32614/RJ-2018-039
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Interface Focus, Numero 8/2, 2018, Pagina/e 20170048, ISSN 2042-8898
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Royal Society Publishing
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10.1098/rsfs.2017.0048
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Cristina Vittucci, Gaia Vaglio Laurin, Gianluca Tramontana, Paolo Ferrazzoli, Leila Guerriero, Dario Papale
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International Journal of Applied Earth Observation and Geoinformation, Numero 77, 2019, Pagina/e 151-161, ISSN 0303-2434
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International Institute for Aerial Survey and Earth Sciences
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10.1016/j.jag.2019.01.006
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Cristina Vittucci, Paolo Ferrazzoli, Yann H. Kerr, Philippe Richaume, Gaia Vaglio Laurin, Leila Guerriero
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IEEE Geoscience and Remote Sensing Letters, Numero 16/4, 2019, Pagina/e 504-508, ISSN 1545-598X
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Institute of Electrical and Electronics Engineers
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10.1109/lgrs.2018.2878359
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S. Klesse, F. Babst, S. Lienert, R. Spahni, F. Joos, O. Bouriaud, M. Carrer, A. Di Filippo, B. Poulter, V. Trotsiuk, R. Wilson, D. C. Frank
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Global Biogeochemical Cycles, Numero 32(8), 2018, Pagina/e 1226-1240, ISSN 0886-6236
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American Geophysical Union
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10.1029/2017gb005856
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Xiuchen Wu, Hongyan Liu, Xiaoyan Li, Philippe Ciais, Flurin Babst, Weichao Guo, Cicheng Zhang, Vincenzo Magliulo, Marian Pavelka, Shaomin Liu, Yongmei Huang, Pei Wang, Chunming Shi, Yujun Ma
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Global Change Biology, Numero 24/1, 2018, Pagina/e 504-516, ISSN 1354-1013
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Blackwell Publishing Inc.
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10.1111/gcb.13920
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Belinda Reyers, Mark Stafford-Smith, Karl-Heinz Erb, Robert J Scholes, Odirilwe Selomane
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Current Opinion in Environmental Sustainability, Numero 26-27, 2017, Pagina/e 97-105, ISSN 1877-3435
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10.1016/j.cosust.2017.05.003
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Johannes Reiche, Eliakim Hamunyela, Jan Verbesselt, Dirk Hoekman, Martin Herold
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Remote Sensing of Environment, Numero 204, 2018, Pagina/e 147-161, ISSN 0034-4257
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10.1016/j.rse.2017.10.034
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Nature Communications, Numero 10/1, 2019, Pagina/e 2553, ISSN 2041-1723
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Nature Publishing Group
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10.1038/s41467-019-10105-3
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Global Change Biology, Numero 24/12, 2018, Pagina/e 5789-5801, ISSN 1354-1013
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Blackwell Publishing Inc.
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10.1111/gcb.14451
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Xiaoming Lu, Eryuan Liang, Yafeng Wang, Flurin Babst, Steven W. Leavitt, J. Julio Camarero
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Ecology, Numero 100/2, 2019, Pagina/e e02557, ISSN 0012-9658
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Ecological Society of America
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Sophia Walther, Gregory Duveiller, Martin Jung, Luis Guanter, Alessandro Cescatti, Gustau Camps‐Valls
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Geophysical Research Letters, Numero 46/3, 2019, Pagina/e 1429-1440, ISSN 0094-8276
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American Geophysical Union
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10.1029/2018gl080535
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Kristina Seftigen, David C. Frank, Jesper Björklund, Flurin Babst, Benjamin Poulter
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Global Ecology and Biogeography, Numero 27/11, 2018, Pagina/e 1352-1365, ISSN 1466-822X
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Flurin Babst, Paul Bodesheim, Noah Charney, Andrew D. Friend, Martin P. Girardin, Stefan Klesse, David J.P. Moore, Kristina Seftigen, Jesper Björklund, Olivier Bouriaud, Andria Dawson, R. Justin DeRose, Michael C. Dietze, Annemarie H. Eckes, Brian Enquist, David C. Frank, Miguel D. Mahecha, Benjamin Poulter, Sydne Record, Valerie Trouet, Rachael H. Turton, Zhen Zhang, Margaret E.K. Evans
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Quaternary Science Reviews, Numero 197, 2018, Pagina/e 1-20, ISSN 0277-3791
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10.1016/j.quascirev.2018.07.009
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Journal of Geophysical Research: Biogeosciences, Numero 120/10, 2015, Pagina/e 1941-1957, ISSN 2169-8961
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American Geophysical Union
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10.1002/2015jg002997
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Sebastian Sippel, Jakob Zscheischler, Martin Heimann, Friederike E. L. Otto, Jonas Peters, Miguel D. Mahecha
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Geophysical Research Letters, Numero 42/22, 2015, Pagina/e 9990-9998, ISSN 0094-8276
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American Geophysical Union
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10.1002/2015GL066307
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Johannes Reiche, Sytze de Bruin, Dirk Hoekman, Jan Verbesselt, Martin Herold
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Remote Sensing, Numero 7/5, 2015, Pagina/e 4973-4996, ISSN 2072-4292
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Multidisciplinary Digital Publishing Institute (MDPI)
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10.3390/rs70504973
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ICML 2016 Anomaly Detection Workshop, Numero 1, 2016
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ICML 2016 Anomaly detection Workshop
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10.17871/BACI_ICML2016_Rodner
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Guanche Garcia, Y.; Rodner, E.; Flach, M.; S. Sippel; M. Mahecha; Denzler, J.
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Climate Informatics Workshop 2016, Numero 1, 2016, Pagina/e 9-12
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Climate Informatics Workshop 2016
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10.5065/d6k072n6
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International Workshop on Climate Informatic, Numero CI 2018, 2018, Pagina/e 111-114
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International Workshop on Climate Informatic
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10.5065/D6BZ64XQ
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Yanira Guanche Garcia; Maha Shadaydeh; Miguel Mahecha; Markus Reichstein; Joachim Denzler
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BigSkyEarth conference, 2018, Pagina/e 1-6
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BigSkyEarth conference
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10.5281/zenodo.1451227
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Bjorn Barz, Yanira Guanche Garcia, Erik Rodner, Joachim Denzler
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OCEANS 2017 - Aberdeen, 2017, Pagina/e 1-9, ISBN 978-1-5090-5278-3
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IEEE
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10.1109/oceanse.2017.8084569
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G. Vaglio Laurin, C. Vittucci, G. Tramontana, P. Bodesheim, P. Ferrazzoli, L. Guerriero, M. Jung, M. Mahecha, D. Papale
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IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Pagina/e 5891-5894, ISBN 978-1-5386-7150-4
Editore:
IEEE
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10.1109/igarss.2018.8517969
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C. Vittucci, P. Ferrazzoli, L. Guerriero, Y. Kerr, P. Richaume, G. Vaglio Laurin
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IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Pagina/e 2153-2156, ISBN 978-1-5386-7150-4
Editore:
IEEE
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10.1109/igarss.2018.8517669
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Sebastian Sippel, Jakob Zscheischler, Markus Reichstein
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Proceedings of the National Academy of Sciences, Numero 113/21, 2016, Pagina/e 5768-5770, ISSN 0027-8424
Editore:
National Academy of Sciences
DOI:
10.1073/pnas.1605667113
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