Resultado final
Prototype database of vegetation characteristics
Prototype database of vegetation characteristics that can be used in combination with CCI land cover for validation
Prototype of functional diversity metrics into the MULTIPLY platformPrototype enhanced MULTIPLY microwave
Prototype enhanced MULTIPLY microwave forward operator code for X..L-Band usage
Plug-in interface for user-supplied forward operatorsplug-in interface for user-supplied forward operators
On-line database of optical observation operatorsOn-line database of optical observation operators, with codes, instructions and examples, incl. an evaluation of usefulness within the context of MULTIPLY
Implementation of automated land cover detection into MULTIPLYImplementation of automated land cover detection into MULTIPLY as prior information
Physical priorsPhysical priors vegetation phenology, soil moisture dynamics, land cover and disturbances
Prototype physical priorsPrototype physical priors for vegetation phenology, soil moisture dynamics, land cover and disturbances
MULTIPLY emulatorsMULTIPLY emulators for efficient optical and microwave forward modelling
Prototype MULTIPLY emulatorsPrototype MULTIPLY emulators for efficient optical and microwave forward modelling
Enhanced MULTIPLY microwaveEnhanced MULTIPLY microwave forward operator code for X...L-Band usage
MULTIPLY optical and microwave forward operator codesMULTIPLY optical and microwave forward operator codes as open source code for SENTINEL-1 and SENTINEL-2
Flexible plugin interfaceFlexible plugin interface (API) for the integration of user defined prior models into the MULTIPLY platform
Final implementation of functional diversity metrics into the MULTIPLY platformFinal product validation report based on historic datasets and ongoing campaigns
Report on the reproducibility of dataReport on the reproducibility of data by the MULTIPLY platform using synthetic datasets
MULTIPLY System Specification Document: Chapters Emulation Framework and Assimilation EngineMULTIPLY System Specification Document: here Chapters Emulation Framework and Assimilation Engine
MULTIPLY System Specification Document: Chapter Postprocessing Framework, User Interfaces, System deployment and System Verification final productMULTIPLY System Specification Document: here Chapter Postprocessing Framework, User Interfaces, System deployment and System Verification final product
A meta-data catalogue on the availability of time series data for validation of multiple EO- data sources and multiple EO-products.MULTIPLY System Architecture Document
ATBD for pre-processing: chapters on high resolution instruments
Algorithm Theoretical Basis Document (ATBD) for pre-processing: chapters on high resolution instruments for the processing of optical data, on Sentinel-1 pre-processing and the pre-processing of ancillary data for priors.
Reports of kick-off meeting, project meetings (7) and final meeting.Routine for functional fingerprinting of vegetation types
Routine for functional fingerprinting of vegetation types based on consistent data rich EO-products
User demonstrator report on contribution of joint retrieval for agricultural applicationsTechnical note on the software development environment
Software release plan, first yearly update
Software release plan, second yearly update
A meta-data catalogue on the availability of time series data for validation of multiple EO- data sources and multiple EO-products from ongoing campaigns
Definition of fire impact indicators
MULTIPLY System Architecture Document: Chapter Data Access Components
MULTIPLY System Specification Document: here Chapter Data Access Components
ATBD describing the ecological concepts and theoretical basisAlgorithm Theoretical Basis Document (ATBD) describing the ecological concepts and theoretical basis essential for developing land surface priors
Vision documentData exploration, system operations and information visual interpretation – A vision document
Validation of performance impact indicatorsvalidation of performance impact indicators
ATBD for pre-processing of optical data: chapters on coarse resolution instrumentsAlgorithm Theoretical Basis Document (ATBD) for pre-processing of optical data; chapters on coarse resolution instruments.
Report on community engagementKey user requirements document
MULTIPLY System Specification Document:Update after iterative improvement
MULTIPLY System Specification Document: here Update after iterative improvement
MULTIPLY System Specification Document: Input Data Exploration Tools, User Interfaces and Results VisualisationMULTIPLY System Specification Document: here Chapters Input Data Exploration Tools, User Interfaces and Results Visualisation
User demonstrator report on joint retrieval impacts on climate-vegetation modellingSummer/winter school report
MULTIPLY System Specification Document: Chapter Postprocessing Framework, User Interfaces, System deployment and System Verification prototype
MULTIPLY System Specification Document: here Chapter Postprocessing Framework, User Interfaces, System deployment and System Verification prototype
User demonstrator report on use of joint retrieval for improving and cross-validating satellite productsPreliminary product validation report
Preliminary product validation report based on historic datasets and ongoing campaigns
Software release plan, initial versionSoftware release plan, third yearly update
Publicaciones
Autores:
Lea Hallik, Taras Kazantsev, Andres Kuusk, Jeroni Galmés, Magdalena Tomás, Ülo Niinemets
Publicado en:
Regional Environmental Change, Edición 17/7, 2017, Página(s) 2097-2109, ISSN 1436-3798
Editor:
Springer Verlag
DOI:
10.1007/s10113-017-1202-9
Autores:
J. Timmermans, M. Buitrago-Acevedo, A. Corbin, W. Verhoef
Publicado en:
International Journal of Applied Earth Observation and Geoinformation, Edición 71, 2018, Página(s) 20-28, ISSN 0303-2434
Editor:
International Institute for Aerial Survey and Earth Sciences
DOI:
10.1016/j.jag.2018.04.007
Autores:
Nina Raoult, Bertrand Delorme, Catherine Ottlé, Philippe Peylin, Vladislav Bastrikov, Pascal Maugis, Jan Polcher
Publicado en:
Remote Sensing, Edición 10/11, 2018, Página(s) 1786, ISSN 2072-4292
Editor:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs10111786
Autores:
Lea Hallik, Andres Kuusk, Mait Lang, Joel Kuusk
Publicado en:
Remote Sensing, Edición 11/14, 2019, Página(s) 1717, ISSN 2072-4292
Editor:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs11141717
Autores:
Maxim Chernetskiy, Jose Gómez-Dans, Nadine Gobron, Olivier Morgan, Philip Lewis, Sina Truckenbrodt, Christiane Schmullius
Publicado en:
Remote Sensing, Edición 9/7, 2017, Página(s) 656, ISSN 2072-4292
Editor:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs9070656
Autores:
Thomas Ramsauer, Thomas Weiß, Philip Marzahn
Publicado en:
Remote Sensing, Edición 10/12, 2018, Página(s) 2029, ISSN 2072-4292
Editor:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs10122029
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