FP7 EC-DIGISOIL PROJECT. Mid-term Meeting - Firenze, March 4-5 th, 2010

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1 FP7 EC-DIGISOIL PROJECT Mid-term Meeting - Firenze, March 4-5 th, 2010

2 WP3: Implementation, field testing and validation Site logistic & planning Geophysical measurements Validation & uncertainty analysis Performance of techniques & soil characteristics Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

3 31: Site logistic & planning - 1 Boresight calibration - 07/05/09 Joint DIGISOIL Campaign - 23/09/ HYPER Campaigns Planning Test campaign - 18/06/09? Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

4 31: Site logistic & planning - 2 Reference targets for spectral measurements Green reference panels 4x4mq White reference sheet 10x10mq Grass reference field Asphalt and Red Cotto reference ASD Spectroradiometer Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

5 32: Geophysical measurements - 1 VNIR and SWIR quicklooks Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

6 32: Geophysical measurements - 2 Ground spectral measurements - 23/9/09 Direct Solar Irradiance Hemispheric Solar Irradiance Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies Atmospheric Radiance Reference Reflectance

7 33: Validation & uncertainty analysis - 1 HYPER measurement & validation strategy HYPERSPECTRAL L1 Processing Inversion Corrections with available data: Ground radiance, irradiance, reflectance VALIDATED RADIANCE L2 Processing Inversion Calibration with local obs: Reflectance (ASD) Clay, SOC, CaCO3, Fe (Lab analysis) VALIDATED REFLECTANCE Inversion algorithms (spectr/stat/corr based rules) Validation protocols, spatial resolution, uncertainties, (TBC) Soil Properties maps Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

8 33: Validation & uncertainty analysis - 2 Atmospheric Correction FLAASH (Fast Line-of-sight Atmosferic Analysis of Spectral Hypercubes) ELM (Empirical Line Model) Calibration Coefficients in terms of Gain (Max Solar Irradiance) and Offset (Path Radiance) was estimated on the basis of measured reference calibration targets (white sheet*, asphalt*, **, terracotta pavment**) FLAASH & ELM Validation was performed on the basis of measured reference targets (green panels*, **, grass*, **, white sheet**, terracotta pav*) Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies *VNIR,, **SWIR for ELM

9 33: Validation & uncertainty analysis - 3 ELM vs FIELDSPEC ground reflectance VNIR SWIR Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

10 33: Validation & uncertainty analysis - 4 FLAASH vs FIELDSPEC ground reflectance VNIR SWIR Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

11 33: Validation & uncertainty analysis - 5 VNIR & SWIR Boresight offset estimation and compensation Angular offsets of VNIR & SWIR optical axes wrt IMU axes (Inertial Motion Unit) VNIR OFFSETS ROLL PITCH HEADING T110549_VNIR_ T111235_VNIR_ T111541_VNIR_ T111920_VNIR_ T112205_VNIR_ AVERAGE SWIR OFFSETS ROLL PITCH HEADING T110550_SWIR_ T111236_SWIR_ T111541_SWIR_ T111920_SWIR_ AVERAGE Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

12 33: Validation & uncertainty analysis - 6 Geocoding validation based on ground measured GCPs LAT LONG IMMAGINE BANDA DIREZIONE GCP COORD GCP T VNIR EST-OVEST T VNIR EST-OVEST T VNIR EST-OVEST T SWIR EST-OVEST T SWIR EST-OVEST T SWIR EST-OVEST T VNIR NORD SUD T VNIR NORD SUD T VNIR NORD SUD T SWIR NORD SUD T SWIR NORD SUD T SWIR NORD SUD COORD VNIR/SWIR Δ GEOREF 003 m 046 m 129 m 014 m 102 m 161 m 160 m 121 m 191 m 150 m 100 m 079 m 011 m 010 m 103 m 051 m 069 m 121 m 071 m 070 m 074 m 127 m 154 m 057 m GEOCOD MEAN ERROR = 07m (VNIR); 15m (SWIR) MAX = 17m (VNIR); 35m (SWIR) Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

13 33: Validation & uncertainty analysis - 7 VNIR to SWIR Co-registration validation based on ground measured GCPs IMMAGINE DIREZIONE GCP COORD VNIR COORD SWIR Δ COREG T EST-OVEST m 119 m T EST-OVEST m 019 m T EST-OVEST m 029 m T NORD - SUD m 131 m T NORD SUD m 133 m T NORD - SUD m 148 m CO-REG REG Δ MAX = 157m (2 pixel VNIR) Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

14 33: Validation & uncertainty analysis - 8 Example of VNIR to SWIR Co-registration & geo-orthorectification on 10K DEM Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

15 33: Validation & uncertainty analysis - 9 Examples of VNIR geo-orthorectified images Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

16 34: Performances & soil characteristics Total Clay mapping: preliminary results & validation y =1, ,00134 x R 2 = 0662 Fieldspec SIMGA Index Clay cont Index Clay cont Mean Stdev Mean % Stdev Mean Stdev Mean % Stdev Field Field Field Clay Index = (2145 * 2283) / (ref Illite & Montmor absorption at 2215 nm) F1 F1 F2 F2 F3 F3 Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

17 WP5: Synthesis, standardization & exploitation Scientific synthesis Tech spec & guidelines Operational exploitation Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

18 WP 5: Synthesis of results & exploitation - 1 Overall CHAIR activities: Scientific synthesis of results (task 51) Standardisation of SW & algorithms for different techniques Functionality analysis of different techniques Operational procedures DIGISOIL METHODS CUBE - Geoelectric - Magnetism - Gamma Spectr - EMI - GPR - Seismic - HYPERspectral Calibration Pre-processing InvAlgorithms Geocoding Spatialisation Advantages/Disadvantages Products/subproducts Synerigies Cross-correlations Area extent Updating GIS integration SW for distribution Coordinated Activities Integrated Team for specific scientific products Data standardization for different techniques Data exchange agreement Data integration and cross validation test Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

19 WP 5: Synthesis of results & exploitation - 2 Specific activities: Synthesis of results (task 51) (BRGM( BRGM,, INRA, FZJ, JRC) Operational protocols & strategy, manuals, succesfull techniques for different products, Tech spec & guidelines (task 52) (ABEM( ABEM,, GAV) Instrument spec & performance for DIGISOIL products System optimisation for products Data acquisition, I/O, and validation procedures instrument config, ground ref targets, Calibration strategy processing methods pre-flight, on-board, ground based, post-processing processing Operational exploitation products & services (task 53) (GAV( GAV,, ABEM, JRC) Operational needs for airborne campaigns Airborne/ground logistic, detailed campaign plan Products Specification processing, accuracy, data format, distribution Services Definition & Development Plan based on the Integrated Team approach, user manuals Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

20 WP 5: Synthesis of results & exploitation - 3 Open discussion aspects, notes and suggestions Analyses for prepearing Exploitation and Services Added-value of DIGISOIL products compared to actual services/products for already known users/customers (research/private/ ) Benefit analysis for implementation of soil convervation and agricoltural practices User needs/requirements analysis and DIGISOIL products compliance analysis Operational Exploitation management Organization / coordination of integrated teams for different competence/products; service management Procedures for products updating based on support from R&D Public WEB server interface for querying service/product specifications & documentation Galileo Avionica SpA and SELEX Sensors & Airborne Systems Limited - Finmeccanica Companies

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