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SENSAGRI SIGNED

Sentinels Synergy for Agriculture

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

SENSAGRI project word cloud

Explore the words cloud of the SENSAGRI project. It provides you a very rough idea of what is the project "SENSAGRI" about.

monitoring accurate fusion boost optical moisture unprecedented prototypes italy crop earth baseline seldom representative leaf deciding biomass agriculture yield spain portfolio free refine dealing provides lai validated soil policy near basis data prototype brown types specifications sensagri green 2016 area sentinel centered poland evaluation prospects observation tillage maps services s2 time stresses updated radar foundation proposes service actors status least operations land frequently capacity france countries irrigation sentinels mapping alone enhanced era combination industrial proof agro diversity usefulness sensors holds s1 opens eo health synergy either lab ssm experimental exploited innovative index iteratively agricultural competitiveness surface sound living copernicus demonstrated algorithms

Project "SENSAGRI" data sheet

The following table provides information about the project.

Coordinator	UNIVERSITAT DE VALENCIA Organization address address: AVENIDA BLASCO IBANEZ 13 city: VALENCIA postcode: 46010 website: www.uv.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	http://sensagri.eu/
Total cost	1˙854˙757 €
EC max contribution	1˙854˙757 € (100%)
Programme	1. H2020-EU.2.1.6.3. (Enabling exploitation of space data)
Code Call	H2020-EO-2016
Funding Scheme	RIA
Starting year	2016
Duration (year-month-day)	from 2016-11-01 to 2019-10-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	UNIVERSITAT DE VALENCIA UNIVERSITAT DE VALENCIA Organization address address: AVENIDA BLASCO IBANEZ 13 city: VALENCIA postcode: 46010 website: www.uv.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (VALENCIA)	coordinator	489˙108.00
2	UNIVERSITE PAUL SABATIER TOULOUSE III UNIVERSITE PAUL SABATIER TOULOUSE III Organization address address: ROUTE DE NARBONNE 118 city: TOULOUSE CEDEX 9 postcode: 31062 website: www.ups-tlse.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (TOULOUSE CEDEX 9)	participant	445˙253.00
3	CONSIGLIO NAZIONALE DELLE RICERCHE CONSIGLIO NAZIONALE DELLE RICERCHE Organization address address: PIAZZALE ALDO MORO 7 city: ROMA postcode: 185 website: www.cnr.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	participant	353˙645.00
4	CONSIGLIO PER LA RICERCA IN AGRICOLTURA E L'ANALISI DELL'ECONOMIA AGRARIA CONSIGLIO PER LA RICERCA IN AGRICOLTURA E L'ANALISI DELL'ECONOMIA AGRARIA Organization address address: VIA PO 14 city: ROMA postcode: 198 website: http://www.entecra.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	participant	231˙250.00
5	INSTITUTO TECNOLOGICO AGRARIO DE CASTILLA Y LEON INSTITUTO TECNOLOGICO AGRARIO DE CASTILLA Y LEON Organization address address: Ctra.Burgos Km 119 city: VALLADOLID postcode: 47071 website: www.itacyl.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (VALLADOLID)	participant	199˙750.00
6	INSTYTUT OCHRONY ROSLIN - PANSTWOWY INSTYTUT BADAWCZY INSTYTUT OCHRONY ROSLIN - PANSTWOWY INSTYTUT BADAWCZY Organization address address: UL. WLADYSLAWA WEGORKA 20 city: POZNAN postcode: 60 318 website: www.ior.poznan.pl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (POZNAN)	participant	135˙750.00

Map

Project objective

In the emerging Copernicus Earth monitoring era, Europe provides Earth Observation (EO) data from Sentinel-1 (S1) and Sentinel-2 (S2) on a free and open data policy basis. In response of the EO Work programme ‘EO-3-2016: Evaluation of Copernicus Services’, Sentinels Synergy for Agriculture (SENSAGRI) aims to exploit the unprecedented capacity of S1 and S2 to develop an innovative portfolio of prototypes agricultural monitoring services. When used alone either optical or radar sensors allow the mapping of crop types. However more robust, accurate, frequently updated and comprehensive crop maps are expected from the seldom exploited synergy of both types of measurements. The same holds when dealing with crop status, health and stresses. Experimental studies have demonstrated that fusion of optical and radar data opens up prospects for enhanced monitoring capabilities. SENSAGRI will exploit the synergy of optical and radar measurements to develop three prototype services capable of near real time operations: (1) surface soil moisture (SSM), (2) green and brown leaf area index (LAI) and (3) crop type mapping. These prototypes shall provide a baseline for advanced services that can boost the competitiveness of the European agro-industrial sector. SENSAGRI proposes four advanced proof-of-concept services: (i) yield/biomass, (ii) tillage change, (iii) irrigation and (iv) advanced crop maps. The algorithms will be developed and validated in four European agricultural test areas in Spain, France, Italy and Poland, which are representative of the European crop diversity, and their usefulness demonstrated in at least two non-European countries. In order to refine the specifications of the products and to iteratively assess the services, actors of the agricultural sector will be involved using a Living Lab approach. The combination of user-centered approach and of state-of-the-art algorithms will establish a sound foundation for deciding of a new Copernicus land service.

Deliverables

List of deliverables.
Third report on the Measured Data	Documents, reports	2020-02-12 14:30:21
Results of the airborne multispectral validation campaign	Documents, reports	2020-02-12 14:39:43
Final operational SSM prototype exploiting S1&S2	Documents, reports	2020-02-12 14:39:45
Final SSM products over test sites in Europe	Other	2020-02-12 14:29:51
Second validation of Seasonal Crop Maps	Documents, reports	2020-02-12 14:30:39
Validation of Tilled Change Maps	Documents, reports	2020-02-12 14:30:20
White paper on crop classification strategies	Documents, reports	2020-02-12 14:29:54
Final LAI Algorithm Theoretical Basis Document	Documents, reports	2020-02-12 14:29:19
Synergy with Sentinel-3 to improve crop mapping algorithms	Documents, reports	2020-02-12 14:30:11
Final report on the achievements, conclusions and future directions of the Living lab	Documents, reports	2020-02-12 14:30:40
Final Seasonal Crop Mapping ATBD	Documents, reports	2020-02-12 14:39:43
Software of the final operational SSM prototype exploiting S1&S2	Demonstrators, pilots, prototypes	2020-02-12 14:39:49
Final implementation of data repository	Demonstrators, pilots, prototypes	2020-02-12 14:30:21
Final operational LAI prototype exploiting S1&S2	Documents, reports	2020-02-12 14:29:43
Report on the applicability of SENSAGRI services outside Europe	Documents, reports	2020-02-12 14:30:49
Final update of the Exploitation Plan beyond SENSAGRI	Documents, reports	2020-02-12 14:30:49
Third report on communication activities	Documents, reports	2020-02-12 14:30:43
Proof-of concept of irrigated/not-irrigated area product version 3	Documents, reports	2020-02-12 14:29:26
Proof-of concept of tillage change product version 3	Documents, reports	2020-02-12 14:29:13
Final version of LAI products over test sites in Europe	Other	2020-02-12 14:30:14
Early crop maps from multiyear classification	Documents, reports	2020-02-12 14:29:53
Second validation of Surface Soil Moisture Maps	Documents, reports	2020-02-12 14:30:40
Second validation of Leaf Area Index Maps	Documents, reports	2020-02-12 14:30:22
Second validation of Irrigated and No-irrigated Maps	Documents, reports	2020-02-12 14:30:50
Final feasibilty analysis of SENSAGRI services	Documents, reports	2020-02-12 14:29:24
Synthesis of the user workshops	Documents, reports	2020-02-12 14:28:47
Technical Report of Validation	Documents, reports	2020-02-12 14:31:03
Software of the final operational LAI prototype	Documents, reports	2020-02-12 14:29:53
Final SSM Algorithm Theoretical Basis Document	Documents, reports	2020-02-12 14:29:22
Report on the site description and instrumentation used	Documents, reports	2019-09-17 13:25:31
SSM Algorithm Theoretical Basis Document	Documents, reports	2019-09-17 13:25:31
DWH request for 2018	Documents, reports	2019-09-17 13:25:31
Initial implementation of data repository	Demonstrators, pilots, prototypes	2019-09-17 13:25:31
Methodology for added-value crop classification service version 1	Documents, reports	2019-09-17 13:25:31
Crop maps over test sites for the added-value crop classification service. Year 1	Other	2019-09-17 13:25:31
Report on the available ground data	Documents, reports	2019-09-17 13:25:31
LAI Algorithm Theoretical Basis Document	Documents, reports	2019-09-17 13:25:31
First report on communication activities	Documents, reports	2019-09-17 13:25:31
Seasonal Crop Mapping ATBD	Documents, reports	2019-09-17 13:25:31

Take a look to the deliverables list in detail: detailed list of SENSAGRI deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2019	Agata Rascio, Michele Rinaldi, Giuditta De Santis, Nicola Pecchioni, Gabriele Palazzo, Nicola Palazzo Measurement of leaf lamina moisture with a low-cost electrical humidity sensor: case study on a wheat water-mutant published pages: , ISSN: 1471-2229, DOI: 10.1186/s12870-019-1987-4	BMC Plant Biology 19/1	2020-02-28
2019	Davide Palmisano, Giuseppe Satalino, Anna Balenzano, Fabio Bovenga, Francesco Mattia, Michele Rinaldi, Sergio Ruggieri, Henning Skriver, Malcolm Davidson, Oliver Cartus, Urs Wegmuller Sensitivity of sentinel-1 interferometric coherence to crop structure and soil moisture published pages: , ISSN: , DOI:	IGARSS 2019 July 2019	2019-11-07
2019	Silvia Valero, Ludovic Arnaud, Milena Planells, Eric Ceschia, Gerard Dedieu Sentinelâ€™s classifier fusion system for seasonal crop mapping published pages: , ISSN: , DOI:	IGARSS 2019 July 2019	2019-11-07
2018	V. Paredes GÃ³mez, V. Del Blanco Medina, J.L. Bengoa, D.A. NafrÃa GarcÃa. Accuracy assessment of a 122 classes land cover map based on Sentinel-2, Landsat 8 and Deimos-1 images and ancillary data published pages: , ISSN: , DOI:	IGARSS 2018 July 2018	2019-10-29
2018	D. A. NafrÃa, V. del Blanco, V. Paredes, Ã“. O. RodrÃguez and J. L. Bengoa A new detailed crop and natural land map published pages: , ISSN: , DOI:	The Ever-Growing Use of Copernicus across Europeâ€™s Regions -A selection of 99 user stories by local and regional authorities- November 2018	2019-10-08
2018	JosÃ© F. Moreno, Antonio Ruiz VerdÅ“ Sentinels Synergy for Agriculture - SENSAGRI - ERC published pages: 21-23, ISSN: 2398-7073, DOI: 10.21820/23987073.2018.8.21	Impact 2018/8	2019-10-08
2018	F. Mattia, A. Balenzano, G. Satalino, F.P. Lovergine, J. Peng, U. Wegmuller, O. Cartus, M.W.J. Davidson, S. Kim, J. Johnson, J. Walker, X. Wu, V.R.N. Pauwels, H. McNairn, T. Caldwell, M. Cosh and T. Jackson. Sentinel-1 & Sentinel-2 for soil moisture retrieval at field scale published pages: , ISSN: , DOI:	IGARSS 2018 July 2018	2019-10-08
2018	E. Amin, J. Verrelst, J.P. Rivera-Caicedo, N. Pasqualotto, J. Delegido, J. Ruiz-VerdÃº, J. Moreno. The SENSAGRI Sentinel-2 LAI Green and Brown product: from algorithm development towards operational mapping published pages: , ISSN: , DOI:	IGARSS 2018 July 2018	2019-10-08
2018	G. Satalino, F. Mattia, A. Balenzano, F.P. Lovergine, M. Rinaldi, A. P. De Santis, S. Ruggieri, D. A. NafrÃa GarcÃa, V. Paredes GÃ³mez, E. Ceschia, M. Planells, T. Le Toan, A. Ruiz and J.F. Moreno. Sentinel-1 & Sentinel-2 data for soil tillage change detection published pages: , ISSN: , DOI:	IGARSS 2018 July 2018	2019-10-08

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