Detecting changes in essential ecosystem and biodiversity properties – towards a Biosphere Atmosphere Change Index: BACI | BACI | Project | Results | H2020 | CORDIS

Deliverables

D3.4 Synthesis dataset of biodiversity in plants and birds

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 publication

Summary 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 change

Report 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 analysis

A 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 Index

Methods 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 report

Report 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 products

Summary 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 level

Report 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 Improvement

Algorithms 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 drivers

Report 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 Index

First 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 areas

We 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 estimation

A 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 EFPs

A 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 changes

Version 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.

D7.1 Identification of promising applications for EO for land system science and sustainability science based on a user consultation workshop

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 monitoring

We 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 phenologies

A 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, regions

Delivery 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 Europe

The 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 estimation

The 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 information

A 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 cycle

A data set on CO2 and H2O landatmosphere fluxes resolving the diurnal cycle will be published

D6.1 Validation framework and description of regional validation sites

Describes 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 uncertainties

Annual maps of ecosystem functional properties will be provided to the public Uncertainties will be explicitly quantified

BACI brochure

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 4

Press release summarizing the majr progress made in BACI informing the public about the implications for stakeholders and mechanisms implemented.

Press release 3

Press release informing the public about the progress in the BACI consortium

Press release 1

Press release informaing about the objectives of BACI and potential implications for the public

Website

The 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 2

Press release on the prototype results of BACI

D1.2 Organization of Data Management Plan for BACI products

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

Publications

Refining multi-model projections of temperature extremes by evaluation against land–atmosphere coupling diagnostics

Author(s): Sebastian Sippel, Jakob Zscheischler, Miguel D. Mahecha, Rene Orth, Markus Reichstein, Martha Vogel, Sonia I. Seneviratne
Published in: Earth System Dynamics, Issue 8/2, 2017, Page(s) 387-403, ISSN 2190-4987
Publisher: Copernicus publ
DOI: 10.5194/esd-8-387-2017

Global distribution of groundwater-vegetation spatial covariation

Author(s): 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
Published in: Geophysical Research Letters, Issue 44/9, 2017, Page(s) 4134-4142, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1002/2017GL072885

Land management: data availability and process understanding for global change studies

Author(s): 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
Published in: Global Change Biology, Issue 23/2, 2017, Page(s) 512-533, ISSN 1354-1013
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/gcb.13443

Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations

Author(s): 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
Published in: Biogeosciences, Issue 14/15, 2017, Page(s) 3685-3703, ISSN 1726-4189
Publisher: Copernicus Publ
DOI: 10.5194/bg-14-3685-2017

Improved tree-ring archives will support earth-system science

Author(s): Flurin Babst, Benjamin Poulter, Paul Bodesheim, Miguel D. Mahecha, David C. Frank
Published in: Nature Ecology & Evolution, Issue 1/2, 2017, Page(s) 0008, ISSN 2397-334X
Publisher: Nature Publising Group
DOI: 10.1038/s41559-016-0008

Compensatory water effects link yearly global land CO2 sink changes to temperature

Author(s): 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
Published in: Nature, Issue 541/7638, 2017, Page(s) 516-520, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature20780

Potential of ALOS2 and NDVI to Estimate Forest Above-Ground Biomass, and Comparison with Lidar-Derived Estimates

Author(s): Gaia Vaglio Laurin, Francesco Pirotti, Mattia Callegari, Qi Chen, Giovanni Cuozzo, Emanuele Lingua, Claudia Notarnicola, Dario Papale
Published in: Remote Sensing, Issue 9/1, 2017, Page(s) 18, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs9010018

Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques

Author(s): Milan Flach, Fabian Gans, Alexander Brenning, Joachim Denzler, Markus Reichstein, Erik Rodner, Sebastian Bathiany, Paul Bodesheim, Yanira Guanche, Sebastian Sippel, Miguel D. Mahecha
Published in: Earth System Dynamics, Issue 8/3, 2017, Page(s) 677-696, ISSN 2190-4987
Publisher: Copernicus Publ
DOI: 10.5194/esd-8-677-2017

Using Space-Time Features to Improve Detection of Forest Disturbances from Landsat Time Series

Author(s): Hamunyela, E., Reiche, J., Verbesselt, J., Herold, M
Published in: Remote Sensing, Issue 9/6, 2017, Page(s) 515, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs9060515

Stand age and species richness dampen interannual variation of ecosystem-level photosynthetic capacity

Author(s): 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
Published in: Nature Ecology & Evolution, Issue 1/2, 2017, Page(s) 0048, ISSN 2397-334X
Publisher: Nature Publishing Goup
DOI: 10.1038/s41559-016-0048

Detecting impacts of extreme events with ecological in situ monitoring networks

Author(s): Miguel D. Mahecha, Fabian Gans, Sebastian Sippel, Jonathan F. Donges, Thomas Kaminski, Stefan Metzger, Mirco Migliavacca, Dario Papale, Anja Rammig, Jakob Zscheischler
Published in: Biogeosciences, Issue 14/18, 2017, Page(s) 4255-4277, ISSN 1726-4189
Publisher: Copernicus Publ
DOI: 10.5194/bg-14-4255-2017

Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming

Author(s): 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
Published in: Geoscientific Model Development, Issue 10/9, 2017, Page(s) 3519-3545, ISSN 1991-9603
Publisher: Copernicus Publ
DOI: 10.5194/gmd-10-3519-2017

The Role of Anthropogenic Warming in 2015 Central European Heat Waves

Author(s): Sebastian Sippel, Friederike E. L. Otto, Milan Flach, Geert Jan van Oldenborgh
Published in: Bulletin of the American Meteorological Society, Issue 97/12, 2016, Page(s) S51-S56, ISSN 0003-0007
Publisher: American Meteorological Society
DOI: 10.1175/BAMS-D-16-0150.1

Diagnosing the Dynamics of Observed and Simulated Ecosystem Gross Primary Productivity with Time Causal Information Theory Quantifiers

Author(s): Sebastian Sippel, Holger Lange, Miguel D. Mahecha, Michael Hauhs, Paul Bodesheim, Thomas Kaminski, Fabian Gans, Osvaldo A. Rosso
Published in: PLOS ONE, Issue 11/10, 2016, Page(s) e0164960, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0164960

Have precipitation extremes and annual totals been increasing in the world's dry regions over the last 60 years?

Author(s): Sebastian Sippel, Jakob Zscheischler, Martin Heimann, Holger Lange, Miguel D. Mahecha, Geert Jan van Oldenborgh, Friederike E. L. Otto, Markus Reichstein
Published in: Hydrology and Earth System Sciences, Issue 21/1, 2017, Page(s) 441-458, ISSN 1607-7938
Publisher: Copernicus Publ
DOI: 10.5194/hess-21-441-2017

Biomass turnover time in terrestrial ecosystems halved by land use

Author(s): Karl-Heinz Erb, Tamara Fetzel, Christoph Plutzar, Thomas Kastner, Christian Lauk, Andreas Mayer, Maria Niedertscheider, Christian Körner, Helmut Haberl
Published in: Nature Geoscience, Issue 9/9, 2016, Page(s) 674-678, ISSN 1752-0894
Publisher: Nature Publishing Group
DOI: 10.1038/ngeo2782

Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits

Author(s): 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,
Published in: Ecology and Evolution, Issue 6/20, 2016, Page(s) 7352-7366, ISSN 2045-7758
Publisher: John Wiley and Sons Ltd
DOI: 10.1002/ece3.2479

Above ground biomass and tree species richness estimation with airborne lidar in tropical Ghana forests

Author(s): Gaia Vaglio Laurin, Nicola Puletti, Qi Chen, Piermaria Corona, Dario Papale, Riccardo Valentini
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 52, 2016, Page(s) 371-379, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2016.07.008

Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms

Author(s): 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
Published in: Biogeosciences, Issue 13/14, 2016, Page(s) 4291-4313, ISSN 1726-4189
Publisher: Copernicus Publ
DOI: 10.5194/bg-13-4291-2016

Evaluating the convergence between eddy-covariance and biometric methods for assessing carbon budgets of forests

Author(s): M. Campioli, Y. Malhi, S. Vicca, S. Luyssaert, D. Papale, J. Peñuelas, M. Reichstein, M. Migliavacca, M. A. Arain, I. A. Janssens
Published in: Nature Communications, Issue 7, 2016, Page(s) 13717, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/NCOMMS13717

Converging Climate Sensitivities of European Forests Between Observed Radial Tree Growth and Vegetation Models

Author(s): Zhen Zhang, Flurin Babst, Valentin Bellassen, David Frank, Thomas Launois, Kun Tan, Philippe Ciais, Benjamin Poulter
Published in: Ecosystems, 2017, ISSN 1432-9840
Publisher: Springer Verlag
DOI: 10.1007/s10021-017-0157-5

Contrasting and interacting changes in simulated spring and summer carbon cycle extremes in European ecosystems

Author(s): Sebastian Sippel, Matthias Forkel, Anja Rammig, Kirsten Thonicke, Milan Flach, Martin Heimann, Friederike E L Otto, Markus Reichstein, Miguel D Mahecha
Published in: Environmental Research Letters, Issue 12/7, 2017, Page(s) 075006, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/aa7398

OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence

Author(s): Y. Sun, C. Frankenberg, J. D. Wood, D. S. Schimel, M. Jung, L. Guanter, D. T. Drewry, M. Verma, A. Porcar-Castell, T. J. Griffis, L. Gu, T. S. Magney, P. Köhler, B. Evans, K. Yuen
Published in: Science, Issue 358/6360, 2017, Page(s) eaam5747, ISSN 0036-8075
Publisher: American Association for the Advancement of Science
DOI: 10.1126/science.aam5747

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

Author(s): Neha Joshi, Matthias Baumann, Andrea Ehammer, Rasmus Fensholt, Kenneth Grogan, Patrick Hostert, Martin Jepsen, Tobias Kuemmerle, Patrick Meyfroidt, Edward Mitchard, Johannes Reiche, Casey Ryan, Björn Waske
Published in: Remote Sensing, Issue 8/1, 2016, Page(s) 70, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs8010070

A New Global fAPAR and LAI Dataset Derived from Optimal Albedo Estimates: Comparison with MODIS Products

Author(s): Mathias Disney, Jan-Peter Muller, Said Kharbouche, Thomas Kaminski, Michael Voßbeck, Philip Lewis, Bernard Pinty
Published in: Remote Sensing, Issue 8/4, 2016, Page(s) 275, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs8040275

Combining satellite data for better tropical forest monitoring

Author(s): 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
Published in: Nature Climate Change, Issue 6/2, 2016, Page(s) 120-122, ISSN 1758-678X
Publisher: Nature Publishing Group
DOI: 10.1038/nclimate2919

The global spectrum of plant form and function

Author(s): Sandra Díaz, Jens Kattge, Johannes H. C. Cornelissen, Ian J. Wright, Sandra Lavorel, Stéphane Dray, Björn Reu, Michael Kleyer, Christian Wirth, I. Colin Prentice, Eric Garnier, Gerhard Bönisch, Mark Westoby, Hendrik Poorter, Peter B. Reich, Angela T. Moles, John Dickie, Andrew N. Gillison, Amy E. Zanne, Jérôme Chave, S. Joseph Wright, Serge N. Sheremet’ev, Hervé Jactel, Christopher Baralo
Published in: Nature, Issue 529/7585, 2015, Page(s) 167-171, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature16489

SMOS retrieval over forests: Exploitation of optical depth and tests of soil moisture estimates

Author(s): C. Vittucci, P. Ferrazzoli, Y. Kerr, P. Richaume, L. Guerriero, R. Rahmoune, G. Vaglio Laurin
Published in: Remote Sensing of Environment, Issue 180, 2016, Page(s) 115-127, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2016.03.004

Discrimination of tropical forest types, dominant species, and mapping of functional guilds by hyperspectral and simulated multispectral Sentinel-2 data

Author(s): Gaia Vaglio Laurin, Nicola Puletti, William Hawthorne, Veraldo Liesenberg, Piermaria Corona, Dario Papale, Qi Chen, Riccardo Valentini
Published in: Remote Sensing of Environment, Issue 176, 2016, Page(s) 163-176, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2016.01.017

Does degradation from selective logging and illegal activities differently impact forest resources? A case study in Ghana

Author(s): G Vaglio Laurin, WD Hawthorne, T Chiti, A Di Paola, R Cazzolla Gatti, S Marconi, S Noce, E Grieco, F Pirotti, R Valentini
Published in: iForest - Biogeosciences and Forestry, 2016, Page(s) e1-e9, ISSN 1971-7458
Publisher: The Italian Society of Silviculture and Forest Ecology (SISEF)
DOI: 10.3832/ifor1779-008

Detecting Human Presence and Influence on Neotropical Forests with Remote Sensing

Author(s): Maria Santos, Mathias Disney, Jérôme Chave
Published in: Remote Sensing, Issue 10/10, 2018, Page(s) 1593, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs10101593

Above-ground biomass prediction by Sentinel-1 multitemporal data in central Italy with integration of ALOS2 and Sentinel-2 data

Author(s): Gaia Vaglio Laurin, Johannes Balling, Piermaria Corona, Walter Mattioli, Dario Papale, Nicola Puletti, Maria Rizzo, John Truckenbrodt, Marcel Urban
Published in: Journal of Applied Remote Sensing, Issue 12/01, 2018, Page(s) 1, ISSN 1931-3195
Publisher: Society of Photo-Optical Instrumentation Engineers
DOI: 10.1117/1.JRS.12.016008

COSMO-SkyMed potential to detect and monitor Mediterranean maquis fires and regrowth: a pilot study in Capo Figari, Sardinia, Italy

Author(s): G Vaglio Laurin, R Avezzano, V Bacciu, FD Frate, D Papale, M Virelli
Published in: iForest - Biogeosciences and Forestry, Issue 11/3, 2018, Page(s) 389-395, ISSN 1971-7458
Publisher: The Italian Society of Silviculture and Forest Ecology (SISEF)
DOI: 10.3832/ifor2623-011

An Image Transform Based on Temporal Decomposition

Author(s): Felix Cremer, Mikhail Urbazaev, Christian Berger, Miguel D. Mahecha, Christiane Schmullius, Christian Thiel
Published in: IEEE Geoscience and Remote Sensing Letters, Issue 15/4, 2018, Page(s) 537-541, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LGRS.2018.2791658

Decoupling Canopy Structure and Leaf Biochemistry: Testing the Utility of Directional Area Scattering Factor (DASF)

Author(s): Jennifer Adams, Philip Lewis, Mathias Disney
Published in: Remote Sensing, Issue 10/12, 2018, Page(s) 1911, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs10121911

Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian heatwave

Author(s): Milan Flach, Sebastian Sippel, Fabian Gans, Ana Bastos, Alexander Brenning, Markus Reichstein, Miguel D. Mahecha
Published in: Biogeosciences, Issue 15/20, 2018, Page(s) 6067-6085, ISSN 1726-4170
Publisher: European Geosciences Union (EGU).
DOI: 10.5194/bg-15-6067-2018

Characterizing Tropical Forest Cover Loss Using Dense Sentinel-1 Data and Active Fire Alerts

Author(s): Johannes Reiche, Rob Verhoeven, Jan Verbesselt, Eliakim Hamunyela, Niels Wielaard, Martin Herold
Published in: Remote Sensing, Issue 10/5, 2018, Page(s) 777, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs10050777

Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection

Author(s): Bjorn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Issue 41/5, 2019, Page(s) 1088-1101, ISSN 0162-8828
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPAMI.2018.2823766

Ecosystem functioning is enveloped by hydrometeorological variability

Author(s): Christoforos Pappas, Miguel D. Mahecha, David C. Frank, Flurin Babst, Demetris Koutsoyiannis
Published in: Nature Ecology & Evolution, Issue 1/9, 2017, Page(s) 1263-1270, ISSN 2397-334X
Publisher: Springer Nature
DOI: 10.1038/s41559-017-0277-5

Early mapping of industrial tomato in Central and Southern Italy with Sentinel 2, aerial and RapidEye additional data

Author(s): Gaia Vaglio Laurin, Claudio Belli, Roberto Bianconi, Pietro Laranci, Dario Papale
Published in: The Journal of Agricultural Science, Issue 156/3, 2018, Page(s) 396-407, ISSN 0021-8596
Publisher: Cambridge University Press
DOI: 10.1017/S0021859618000400

Estimation of FAPAR over Croplands Using MISR Data and the Earth Observation Land Data Assimilation System (EO-LDAS)

Author(s): Maxim Chernetskiy, Jose Gómez-Dans, Nadine Gobron, Olivier Morgan, Philip Lewis, Sina Truckenbrodt, Christiane Schmullius
Published in: Remote Sensing, Issue 9/7, 2017, Page(s) 656, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs9070656

Estimating urban above ground biomass with multi-scale LiDAR

Author(s): Phil Wilkes, Mathias Disney, Matheus Boni Vicari, Kim Calders, Andrew Burt
Published in: Carbon Balance and Management, Issue 13/1, 2018, Page(s) 10, ISSN 1750-0680
Publisher: BioMed Central
DOI: 10.1186/s13021-018-0098-0

Extracting individual trees from lidar point clouds using treeseg

Author(s): Andrew Burt, Mathias Disney, Kim Calders
Published in: Methods in Ecology and Evolution, Issue 10(3), 2018, Page(s) 438445, ISSN 2041-210X
Publisher: John Wiley and Sons Inc.
DOI: 10.1111/2041-210x.13121

Evaluating the effect of alternative carbon allocation schemes in a land surface model (CLM4.5) on carbon fluxes, pools, and turnover in temperate forests

Author(s): 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
Published in: Geoscientific Model Development, Issue 10/9, 2017, Page(s) 3499-3517, ISSN 1991-959X
Publisher: Copernicus Gesellschaft mbH
DOI: 10.5194/gmd-10-3499-2017

Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model

Author(s): Yanira Guanche García, Maha Shadaydeh, Miguel Mahecha, Joachim Denzler
Published in: Natural Hazards, 2018, ISSN 0921-030X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11069-018-3415-8

Fusing tree-ring and forest inventory data to infer influences on tree growth

Author(s): Margaret E. K. Evans, Donald A. Falk, Alexis Arizpe, Tyson L. Swetnam, Flurin Babst, Kent E. Holsinger
Published in: Ecosphere, Issue 8/7, 2017, Page(s) e01889, ISSN 2150-8925
Publisher: ESA
DOI: 10.1002/ecs2.1889

Global leaf nitrogen and phosphorus stoichiometry and their scaling exponent

Author(s): Di Tian, Zhengbing Yan, Karl J Niklas, Wenxuan Han, Jens Kattge, Peter B Reich, Yongkai Luo, Yahan Chen, Zhiyao Tang, Huifeng Hu, Ian J Wright, Bernhard Schmid, Jingyun Fang
Published in: National Science Review, Issue 5/5, 2017, Page(s) 728-739, ISSN 2053-714X
Publisher: OUP
DOI: 10.1093/nsr/nwx142

Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones

Author(s): Jannis von Buttlar, Jakob Zscheischler, Anja Rammig, Sebastian Sippel, Markus Reichstein, Alexander Knohl, Martin Jung, Olaf Menzer, M. Altaf Arain, Nina Buchmann, Alessandro Cescatti, Damiano Gianelle, Gerard Kiely, Beverly E. Law, Vincenzo Magliulo, Hank Margolis, Harry McCaughey, Lutz Merbold, Mirco Migliavacca, Leonardo Montagnani, Walter Oechel, Marian Pavelka, Matthias Peichl, Serge Rambal,
Published in: Biogeosciences, Issue 15/5, 2018, Page(s) 1293-1318, ISSN 1726-4170
Publisher: European Geosciences Union (EGU).
DOI: 10.5194/bg-15-1293-2018

Influence of land-use intensification on vegetation C-stocks in an alpine valley from 1865 to 2003

Author(s): Niedertscheider, M.; Tasser, E.; Patek, M.; Ruedisser, J.; Tappeiner, U.; Erb, K.
Published in: Ecosystems, Issue 20(8), 2017, Page(s) 1391-1406, ISSN 1432-9840
Publisher: Springer Verlag
DOI: 10.13039/501100001822

Leaf and wood classification framework for terrestrial LiDAR point clouds

Author(s): Matheus B. Vicari, Mathias Disney, Phil Wilkes, Andrew Burt, Kim Calders, William Woodgate
Published in: Methods in Ecology and Evolution, Issue 10/5, 2019, Page(s) 680-694, ISSN 2041-210X
Publisher: John Wiley and Sons Inc.
DOI: 10.1111/2041-210x.13144

New estimates of leaf angle distribution from terrestrial LiDAR: Comparison with measured and modelled estimates from nine broadleaf tree species

Author(s): Matheus Boni Vicari, Jan Pisek, Mathias Disney
Published in: Agricultural and Forest Meteorology, Issue 264, 2019, Page(s) 322-333, ISSN 0168-1923
Publisher: Elsevier BV
DOI: 10.1016/j.agrformet.2018.10.021

Models meet data: Challenges and opportunities in implementing land management in Earth system models

Author(s): Julia Pongratz, Han Dolman, Axel Don, Karl-Heinz Erb, Richard Fuchs, Martin Herold, Chris Jones, Tobias Kuemmerle, Sebastiaan Luyssaert, Patrick Meyfroidt, Kim Naudts
Published in: Global Change Biology, Issue 24/4, 2018, Page(s) 1470-1487, ISSN 1354-1013
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/gcb.13988

Mapping local and global variability in plant trait distributions

Author(s): 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
Published in: Proceedings of the National Academy of Sciences, Issue 114/51, 2017, Page(s) E10937-E10946, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1708984114

Northern Hemisphere Jet Stream Position Indices as Diagnostic Tools for Climate and Ecosystem Dynamics

Author(s): Soumaya Belmecheri, Flurin Babst, Amy R. Hudson, Julio Betancourt, Valerie Trouet
Published in: Earth Interactions, Issue 21/8, 2017, Page(s) 1-23, ISSN 1087-3562
Publisher: American Meteorological Society
DOI: 10.1175/EI-D-16-0023.1

Recent enhanced high-summer North Atlantic Jet variability emerges from three-century context

Author(s): V. Trouet, F. Babst, M. Meko
Published in: Nature Communications, Issue 9/1, 2018, Page(s) 180, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-017-02699-3

Relative importance of the land-use composition and intensity for the bird community composition in anthropogenic landscapes

Author(s): Vincent Pellissier, Anne Mimet, Colin Fontaine, Jens-Christian Svenning, Denis Couvet
Published in: Ecology and Evolution, Issue 7/24, 2017, Page(s) 10513-10535, ISSN 2045-7758
Publisher: John Wiley and Sons Ltd
DOI: 10.1002/ece3.3534

Simulating arbitrary hyperspectral bandsets from multispectral observations via a generic Earth Observation-Land Data Assimilation System (EO-LDAS)

Author(s): M. Chernetskiy, N. Gobron, J. Gómez-Dans, O. Morgan, M. Disney, P. Lewis, C. Schmullius
Published in: Advances in Space Research, Issue 62/7, 2018, Page(s) 1654-1674, ISSN 0273-1177
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.asr.2018.07.015

Relative influences of multiple sources of uncertainty on cumulative and incremental tree-ring-derived aboveground biomass estimates

Author(s): M. Ross Alexander, Christine R. Rollinson, Flurin Babst, Valerie Trouet, David J. P. Moore
Published in: Trees, Issue 32/1, 2018, Page(s) 265-276, ISSN 0931-1890
Publisher: Springer Verlag
DOI: 10.1007/s00468-017-1629-0

Surface Moisture and Vegetation Cover Analysis for Drought Monitoring in the Southern Kruger National Park Using Sentinel-1, Sentinel-2, and Landsat-8

Author(s): Marcel Urban, Christian Berger, Tami Mudau, Kai Heckel, John Truckenbrodt, Victor Onyango Odipo, Izak Smit, Christiane Schmullius
Published in: Remote Sensing, Issue 10/9, 2018, Page(s) 1482, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs10091482

Unexpectedly large impact of forest management and grazing on global vegetation biomass

Author(s): 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
Published in: Nature, Issue 553/7686, 2018, Page(s) 73-76, ISSN 0028-0836
Publisher: Nature Publishing Group
DOI: 10.1038/nature25138

Twentieth century redistribution in climatic drivers of global tree growth

Author(s): Flurin Babst, Olivier Bouriaud, Benjamin Poulter, Valerie Trouet, Martin P. Girardin, David C. Frank
Published in: Science Advances, Issue 5/1, 2019, Page(s) eaat4313, ISSN 2375-2548
Publisher: AAAS
DOI: 10.1126/sciadv.aat4313

Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product

Author(s): Paul Bodesheim, Martin Jung, Fabian Gans, Miguel D. Mahecha, Markus Reichstein
Published in: Earth System Science Data, Issue 10/3, 2018, Page(s) 1327-1365, ISSN 1866-3508
Publisher: Copernicus Publications
DOI: 10.5194/essd-10-1327-2018

Untangling methodological and scale considerations in growth and productivity trend estimates of Canada’s forests

Author(s): William Marchand, Martin P Girardin, Sylvie Gauthier, Henrik Hartmann, Olivier Bouriaud, Flurin Babst, Yves Bergeron
Published in: Environmental Research Letters, Issue 13/9, 2018, Page(s) 093001, ISSN 1748-9326
Publisher: Institute of Physics Publishing
DOI: 10.1088/1748-9326/aad82a

dimRed and coRanking - Unifying Dimensionality Reduction in R

Author(s): Guido Kraemer, Markus Reichstein, Miguel,D. Mahecha
Published in: The R Journal, Issue 10/1, 2018, Page(s) 342, ISSN 2073-4859
Publisher: R Foundation for Statistical Computing
DOI: 10.32614/RJ-2018-039

Weighing trees with lasers: advances, challenges and opportunities

Author(s): M. I. Disney, M. Boni Vicari, A. Burt, K. Calders, S. L. Lewis, P. Raumonen, P. Wilkes
Published in: Interface Focus, Issue 8/2, 2018, Page(s) 20170048, ISSN 2042-8898
Publisher: Royal Society Publishing
DOI: 10.1098/rsfs.2017.0048

Vegetation optical depth at L-band and above ground biomass in the tropical range: Evaluating their relationships at continental and regional scales

Author(s): Cristina Vittucci, Gaia Vaglio Laurin, Gianluca Tramontana, Paolo Ferrazzoli, Leila Guerriero, Dario Papale
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue 77, 2019, Page(s) 151-161, ISSN 0303-2434
Publisher: International Institute for Aerial Survey and Earth Sciences
DOI: 10.1016/j.jag.2019.01.006

Analysis of Vegetation Optical Depth and Soil Moisture Retrieved by SMOS Over Tropical Forests

Author(s): Cristina Vittucci, Paolo Ferrazzoli, Yann H. Kerr, Philippe Richaume, Gaia Vaglio Laurin, Leila Guerriero
Published in: IEEE Geoscience and Remote Sensing Letters, Issue 16/4, 2019, Page(s) 504-508, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2018.2878359

A Combined Tree Ring and Vegetation Model Assessment of European Forest Growth Sensitivity to Interannual Climate Variability

Author(s): 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
Published in: Global Biogeochemical Cycles, Issue 32(8), 2018, Page(s) 1226-1240, ISSN 0886-6236
Publisher: American Geophysical Union
DOI: 10.1029/2017gb005856

Differentiating drought legacy effects on vegetation growth over the temperate Northern Hemisphere

Author(s): 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
Published in: Global Change Biology, Issue 24/1, 2018, Page(s) 504-516, ISSN 1354-1013
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/gcb.13920

Essential Variables help to focus Sustainable Development Goals monitoring

Author(s): Belinda Reyers, Mark Stafford-Smith, Karl-Heinz Erb, Robert J Scholes, Odirilwe Selomane
Published in: Current Opinion in Environmental Sustainability, Issue 26-27, 2017, Page(s) 97-105, ISSN 1877-3435
Publisher: Elsevier BV
DOI: 10.1016/j.cosust.2017.05.003

Improving near-real time deforestation monitoring in tropical dry forests by combining dense Sentinel-1 time series with Landsat and ALOS-2 PALSAR-2

Author(s): Johannes Reiche, Eliakim Hamunyela, Jan Verbesselt, Dirk Hoekman, Martin Herold
Published in: Remote Sensing of Environment, Issue 204, 2018, Page(s) 147-161, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/j.rse.2017.10.034

Inferring causation from time series in Earth system sciences

Author(s): Jakob Runge, Sebastian Bathiany, Erik Bollt, Gustau Camps-Valls, Dim Coumou, Ethan Deyle, Clark Glymour, Marlene Kretschmer, Miguel D. Mahecha, Jordi Muñoz-Marí, Egbert H. van Nes, Jonas Peters, Rick Quax, Markus Reichstein, Marten Scheffer, Bernhard Schölkopf, Peter Spirtes, George Sugihara, Jie Sun, Kun Zhang, Jakob Zscheischler
Published in: Nature Communications, Issue 10/1, 2019, Page(s) 2553, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-019-10105-3

Land surface greening suggests vigorous woody regrowth throughout European semi-natural vegetation

Author(s): Robert Buitenwerf, Brody Sandel, Signe Normand, Anne Mimet, Jens-Christian Svenning
Published in: Global Change Biology, Issue 24/12, 2018, Page(s) 5789-5801, ISSN 1354-1013
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/gcb.14451

Past the climate optimum: Recruitment is declining at the world's highest juniper shrublines on the Tibetan Plateau

Author(s): Xiaoming Lu, Eryuan Liang, Yafeng Wang, Flurin Babst, Steven W. Leavitt, J. Julio Camarero
Published in: Ecology, Issue 100/2, 2019, Page(s) e02557, ISSN 0012-9658
Publisher: Ecological Society of America
DOI: 10.1002/ecy.2557

Satellite Observations of the Contrasting Response of Trees and Grasses to Variations in Water Availability

Author(s): Sophia Walther, Gregory Duveiller, Martin Jung, Luis Guanter, Alessandro Cescatti, Gustau Camps‐Valls
Published in: Geophysical Research Letters, Issue 46/3, 2019, Page(s) 1429-1440, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1029/2018gl080535

The climatic drivers of normalized difference vegetation index and tree-ring-based estimates of forest productivity are spatially coherent but temporally decoupled in Northern Hemispheric forests

Author(s): Kristina Seftigen, David C. Frank, Jesper Björklund, Flurin Babst, Benjamin Poulter
Published in: Global Ecology and Biogeography, Issue 27/11, 2018, Page(s) 1352-1365, ISSN 1466-822X
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/geb.12802

When tree rings go global: Challenges and opportunities for retro- and prospective insight

Author(s): 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
Published in: Quaternary Science Reviews, Issue 197, 2018, Page(s) 1-20, ISSN 0277-3791
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.quascirev.2018.07.009

Effect of spatial sampling from European flux towers for estimating carbon and water fluxes with artificial neural networks

Author(s): Dario Papale, T. Andrew Black, Nuno Carvalhais, Alessandro Cescatti, Jiquan Chen, Martin Jung, Gerard Kiely, Gitta Lasslop, Miguel D. Mahecha, Hank Margolis, Lutz Merbold, Leonardo Montagnani, Eddy Moors, Jørgen E. Olesen, Markus Reichstein, Gianluca Tramontana, Eva van Gorsel, Georg Wohlfahrt, Botond Ráduly
Published in: Journal of Geophysical Research: Biogeosciences, Issue 120/10, 2015, Page(s) 1941-1957, ISSN 2169-8961
Publisher: American Geophysical Union
DOI: 10.1002/2015jg002997

Quantifying changes in climate variability and extremes: Pitfalls and their overcoming

Author(s): Sebastian Sippel, Jakob Zscheischler, Martin Heimann, Friederike E. L. Otto, Jonas Peters, Miguel D. Mahecha
Published in: Geophysical Research Letters, Issue 42/22, 2015, Page(s) 9990-9998, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1002/2015GL066307

A Bayesian Approach to Combine Landsat and ALOS PALSAR Time Series for Near Real-Time Deforestation Detection

Author(s): Johannes Reiche, Sytze de Bruin, Dirk Hoekman, Jan Verbesselt, Martin Herold
Published in: Remote Sensing, Issue 7/5, 2015, Page(s) 4973-4996, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs70504973

Maximally divergent intervals for anomaly detection

Author(s): Rodner, E.; Barz, B.; Guanche, Y.; Flach, M.; M. Mahecha; Bodesheim, P.; Reichstein, M.; Denzler, J.
Published in: ICML 2016 Anomaly Detection Workshop, Issue 1, 2016
Publisher: ICML 2016 Anomaly detection Workshop
DOI: 10.17871/BACI_ICML2016_Rodner

Detecting multivariate biosphere extremes

Author(s): Guanche Garcia, Y.; Rodner, E.; Flach, M.; S. Sippel; M. Mahecha; Denzler, J.
Published in: Climate Informatics Workshop 2016, Issue 1, 2016, Page(s) 9-12
Publisher: Climate Informatics Workshop 2016
DOI: 10.5065/d6k072n6

Causality analysis of ecological time series: a time-frequency approach

Author(s): Shadaydeh, M.; Garcia, Y.; Mahecha, M.; Reichstein, M.; Denzler, J.
Published in: International Workshop on Climate Informatic, Issue CI 2018, 2018, Page(s) 111-114
Publisher: International Workshop on Climate Informatic
DOI: 10.5065/D6BZ64XQ

BACI: Towards a Biosphere Atmosphere Change Index - Detection of extreme events in the biosphere

Author(s): Yanira Guanche Garcia; Maha Shadaydeh; Miguel Mahecha; Markus Reichstein; Joachim Denzler
Published in: BigSkyEarth conference, 2018, Page(s) 1-6
Publisher: BigSkyEarth conference
DOI: 10.5281/zenodo.1451227

Maximally divergent intervals for extreme weather event detection

Author(s): Bjorn Barz, Yanira Guanche Garcia, Erik Rodner, Joachim Denzler
Published in: OCEANS 2017 - Aberdeen, 2017, Page(s) 1-9, ISBN 978-1-5090-5278-3
Publisher: IEEE
DOI: 10.1109/oceanse.2017.8084569

SMOS Vegetation Optical Depth and Ecosystem Functional Properties: Exploring Their Relationships in Tropical Forests

Author(s): G. Vaglio Laurin, C. Vittucci, G. Tramontana, P. Bodesheim, P. Ferrazzoli, L. Guerriero, M. Jung, M. Mahecha, D. Papale
Published in: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Page(s) 5891-5894, ISBN 978-1-5386-7150-4
Publisher: IEEE
DOI: 10.1109/igarss.2018.8517969

Spatial and Temporal Properties of SMOS Retrieval Over Tropical Forests

Author(s): C. Vittucci, P. Ferrazzoli, L. Guerriero, Y. Kerr, P. Richaume, G. Vaglio Laurin
Published in: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, Page(s) 2153-2156, ISBN 978-1-5386-7150-4
Publisher: IEEE
DOI: 10.1109/igarss.2018.8517669

Ecosystem impacts of climate extremes crucially depend on the timing

Author(s): Sebastian Sippel, Jakob Zscheischler, Markus Reichstein
Published in: Proceedings of the National Academy of Sciences, Issue 113/21, 2016, Page(s) 5768-5770, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.1605667113

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Detecting changes in essential ecosystem and biodiversity properties – towards a Biosphere Atmosphere Change Index: BACI

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