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Using Radar Interferometric Satellite Data
for Groundwater Management in the Arno
River Basin
Bernardo Mazzanti, Giovanni Montini
Arno River Basin Authority (I)
The Arno River Basin
The Arno River Basin
9121 sq. km
High anthropic pressures
2,2 Ml inhabitants
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
PSInSar Technique (TRE - Univ. of Milano)
PSP-DIFSAR Technique (Telespazio)
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
The Arno River Basin
17 aquifers
calibrated model on monthly scale
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
Land cover map Corine Land cover Level III
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4.000+ points in the GWB
perimeter
Stratigraphic data in more than
4000 point in every GWB
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
Evaluation of subsidence phenomenaDefinition procedure of EWZN vector
Highlighting most affected areasMain direction of EWZN vector
Choice of descending patternComparison of mean yearly PS velocity
High mean deformation valuesDistribution of EWZN vector velocity component
Goal
Methods
Data
Analisys of correlation between superficial terrain
deformation (at regional scale) and water exploitation
in alluvial groundwater
Impact evaluation of anthropic pressures on water
bodies
Persistent Scatterers from radar interferometric data
(ENVISAT 2003-2010)
Water balance of 17 aquifers in the Arno river basin
Updated CORINE land cover map at high resolution
(1:10.000)
Preliminary deformation analysis at regional scale
Detailed analysis of subsidence phenomena for each
water body
Stratigraphic data in 4000+ points in the GWB
perimeter
Index #1
Mean deformation velocity
evaluated on every GWB
Low
Vavg
> -2 mm/y
Medium
-2 < Vavg
> -5 mm/y
High
Vavg
< -5 mm/y
Index #2 % active PS in populated areas
Low
<= 10%
Medium
10% - 30%
High
> 30%
Index #3
Ratio between avg. deformation
velocity in populated areas and
avg. deformation velocity in the
whole GWB
Low
< 1.05
Medium
1.05 - 1.15
High
> 1.15
Index evaluation on every GWB
Highlighting impact on anthropic activities
& water abstraction as a driver for subsidence
Spatial comparison of Index 1/2/3
Mid-term exploitation evaluation
GWB critical condition classification
from water balance and quality monitoring
low
medium
high
Highlighting most affected areas
Statistical analysis of deformations
according to land cover type
Index evaluation on a single GWB
Normalized index sum
ENVISAT data (2003-2010)
ERS data (1992-2000)
Conclusions
Useful characterization of
subsidence phenomena
Interferometric data
analysis
Helpful for spatial description
and impact evaluation
Integration with
geological and
land cover data
High correlation with over-
exploited grundwater bodies
Comparison with
water abstraction
data
Thank You
Merci
‫ﺟراﺗﺳﻲ‬
Bernardo Mazzanti
Arno River Basin Authority
via dei Servi 15 - 50122 - Florence (Italy)
http://www.adbarno.it
Thanks to:

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Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

  • 1. Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin Bernardo Mazzanti, Giovanni Montini Arno River Basin Authority (I)
  • 3. The Arno River Basin 9121 sq. km High anthropic pressures 2,2 Ml inhabitants
  • 4. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 5. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 6. PSInSar Technique (TRE - Univ. of Milano) PSP-DIFSAR Technique (Telespazio)
  • 7. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 8. The Arno River Basin 17 aquifers calibrated model on monthly scale
  • 9. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 10. Land cover map Corine Land cover Level III
  • 11. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4.000+ points in the GWB perimeter
  • 12. Stratigraphic data in more than 4000 point in every GWB
  • 13. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 14. Evaluation of subsidence phenomenaDefinition procedure of EWZN vector
  • 15. Highlighting most affected areasMain direction of EWZN vector
  • 16. Choice of descending patternComparison of mean yearly PS velocity
  • 17. High mean deformation valuesDistribution of EWZN vector velocity component
  • 18. Goal Methods Data Analisys of correlation between superficial terrain deformation (at regional scale) and water exploitation in alluvial groundwater Impact evaluation of anthropic pressures on water bodies Persistent Scatterers from radar interferometric data (ENVISAT 2003-2010) Water balance of 17 aquifers in the Arno river basin Updated CORINE land cover map at high resolution (1:10.000) Preliminary deformation analysis at regional scale Detailed analysis of subsidence phenomena for each water body Stratigraphic data in 4000+ points in the GWB perimeter
  • 19. Index #1 Mean deformation velocity evaluated on every GWB Low Vavg > -2 mm/y Medium -2 < Vavg > -5 mm/y High Vavg < -5 mm/y Index #2 % active PS in populated areas Low <= 10% Medium 10% - 30% High > 30% Index #3 Ratio between avg. deformation velocity in populated areas and avg. deformation velocity in the whole GWB Low < 1.05 Medium 1.05 - 1.15 High > 1.15
  • 20. Index evaluation on every GWB
  • 21. Highlighting impact on anthropic activities & water abstraction as a driver for subsidence Spatial comparison of Index 1/2/3
  • 22. Mid-term exploitation evaluation GWB critical condition classification from water balance and quality monitoring low medium high
  • 23. Highlighting most affected areas Statistical analysis of deformations according to land cover type Index evaluation on a single GWB
  • 24.
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  • 31. Conclusions Useful characterization of subsidence phenomena Interferometric data analysis Helpful for spatial description and impact evaluation Integration with geological and land cover data High correlation with over- exploited grundwater bodies Comparison with water abstraction data
  • 32. Thank You Merci ‫ﺟراﺗﺳﻲ‬ Bernardo Mazzanti Arno River Basin Authority via dei Servi 15 - 50122 - Florence (Italy) http://www.adbarno.it Thanks to: