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20-01-13

Presentatietitel: aanpassen via

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1

Irrigation assessment via remote sensing

evapotranspiration and land surface model data

Mireia Romaguera

Bob Su, Suhyb Salama. Water Resources dep., Univ. Twente

Arjen J. Hoekstra, Maarten Krol. Water Engineering and Management dep., Univ. Twente

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Content

Introduction

Method

Datasets

Results

Concluding remarks

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INTRODUCTION

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INTRODUCTION

Evapotranspiration

Transpiration

Evaporation

Runoff

Ground Water

Storage

?

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Land Surface Models

Surface parameters

driving forces

(water and energy balance eq’s)

Soil Moisture and Surface temperature

Water and Energy Fluxes

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Land Surface Models

Surface parameters

driving forces

(water and energy balance eq’s)

Model ET is underestimated in Irrigated areas

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ET blue=

ΔET-bias

ET (mm/day)

ET (mm/day)

Source:

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Data

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Data

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Data

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RESULTS

Spatial

analysis

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Difference between ET

b

generated in

this work and the WF

b

(mm/year)

given by Mekonnen and Hoekstra

(2011).

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Concluding remarks

A framework to quantify blue ET (or irrigation water) at large scale

and high temporal frequency has been provided.

Challenges were found to validate the proposed methodology.

Further research is open to understand the processes at different

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LAND SURFACE TEMPERATURE in GEOTHERMAL AREAS

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LAND SURFACE TEMPERATURE in GEOTHERMAL AREAS

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• Romaguera, M., Hoekstra, A.Y., Su, Z., Krol, M.S., & Salama, M.S. (2010). Potential of Using Remote Sensing Techniques for Global Assessment of Water Footprint of Crops. Remote Sensing, 2(4), 1177-1196

• Romaguera, M., Krol, M.S., Salama, M.S., Hoekstra, A.Y., & Su, Z. (2012). Determining Irrigated Areas and Quantifying Blue Water Use in Europe Using Remote Sensing Meteosat Second Generation (MSG) products and Global Land Data Assimilation System (GLDAS) Data. Photogrammetric Engineering and Remote Sensing, 78, 861-873

• Romaguera, M., Salama, S., Krol, M.S., Hoekstra, A.Y., & Su, Z. (2014a). Towards the Improvement of Blue Evapotranspiration Estimates by Combining Remote Sensing and Model Simulation. Remote Sensing, 6, 7026-7049

• Romaguera, M., Krol, M.S., Salama, M.S., Su, Z., & Hoekstra, A.Y. (2014b). Application of a Remote Sensing Method for Estimating Monthly Blue Water Evapotranspiration in Irrigated Agriculture. Remote Sensing, 6, 10033-10050

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Extra slides

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Extra slides

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Extra Slides

Validation/Test

. Irrigated Area. Thenkabail et al (2009) (classes 1-8) & Siebert et al (2005) (%)

(72 & 47% overlap). Country aggregated values are overestimated.

. ET blue map. Mekonnen and Hoekstra (2011). Relative maxima are consistent.

75% of overlap when ±50mm.

. ET blue compared to in situ data Corn field in cropland in Spain. Downscaled with

ASTER imagery. <20% difference

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