Top Banner
Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin Bernardo Mazzanti, Giovanni Montini Arno River Basin Authority (I)
32

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

Jul 29, 2015

Download

Environment

Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Using Radar Interferometric Satellite Data for Groundwater Management in the Arno

River Basin

Bernardo Mazzanti, Giovanni MontiniArno River Basin Authority (I)

Page 2: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

The Arno River Basin

Page 3: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

The Arno River Basin

9121 sq. km

High anthropic pressures

2,2 Ml inhabitants

Page 4: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 5: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 6: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

PSInSar Technique (TRE - Univ. of Milano)PSP-DIFSAR Technique (Telespazio)

Page 7: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 8: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

The Arno River Basin

17 aquifers

calibrated model on monthly scale

Page 9: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 10: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Land cover map Corine Land cover Level III

Page 11: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 12: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Stratigraphic data in more than 4000 point in every GWB

Page 13: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 14: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Evaluation of subsidence phenomenaDefinition procedure of EWZN vector

Page 15: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Highlighting most affected areasMain direction of EWZN vector

Page 16: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Choice of descending patternComparison of mean yearly PS velocity

Page 17: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

High mean deformation valuesDistribution of EWZN vector velocity component

Page 18: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 19: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Index #1Mean deformation velocity evaluated on every GWB

LowVavg > -2 mm/y

Medium-2 < Vavg > -5 mm/y

HighVavg < -5 mm/y

Index #2 % active PS in populated areas

Low<= 10%

Medium10% - 30%

High> 30%

Index #3Ratio between avg. deformation velocity in populated areas and avg. deformation velocity in the

whole GWBLow

< 1.05Medium

1.05 - 1.15High

> 1.15

Page 20: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Index evaluation on every GWB

Page 21: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Highlighting impact on anthropic activities & water abstraction as a driver for subsidenceSpatial comparison of Index 1/2/3

Page 22: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Mid-term exploitation evaluationGWB critical condition classificationfrom water balance and quality monitoring

low

medium

high

Page 23: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Highlighting most affected areasStatistical analysis of deformations according to land cover type

Index evaluation on a single GWB

Page 24: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin
Page 25: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin
Page 26: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin
Page 27: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin
Page 28: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Normalized index sum

Page 29: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

ENVISAT data (2003-2010)

Page 30: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

ERS data (1992-2000)

Page 31: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

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

Page 32: Using Radar Interferometric Satellite Data for Groundwater Management in the Arno River Basin

Thank YouMerciجراتسي

Bernardo MazzantiArno River Basin Authorityvia dei Servi 15 - 50122 - Florence (Italy)http://www.adbarno.it

Thanks to: