contribution of remote sensing technology to catchment water resources management toshio koike 1 and...

12
Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts Institute of Technology 5 th IHP/IAHS George Kovacs Colloquium June 2-3, 2000

Upload: alfred-deason

Post on 31-Mar-2015

212 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Contribution of Remote Sensing Technology toCatchment Water Resources Management

Toshio Koike1 and Dara Entekhabi2

1 University of Tokyo2 Massachusetts Institute of Technology

5th IHP/IAHS George Kovacs ColloquiumJune 2-3, 2000

Page 2: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Outline:

• Definitions:• What is needed? • What is measured?

• What is available? • Case examples.

• What are the challenges?• Science.• Application.

• What is the next step?

Page 3: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

“In the history of the hydrologic sciences as in other sciences, most of the significant advances have resulted from new measurements.”

p.214, Opportunities in the Hydrologic Sciences, NAS, 1991.

New data types force the rethinking of conceptual frameworks and analysis approaches in science as well as in applications.

Page 4: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

What hydrometric data is needed for catchment management?

• Site characterization:• Topography and drainage• Land use• Geology

• Hydrologic inputs:• Rainrate• Snowpack

• Losses:• Evapotranspiration• River discharge

• Status:• Flood inundation• Soil moisture• Crop conditions• Water turbidity

Page 5: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Remote Sensing vs. in situ

Emerging technological advances in sensors and remote platformsallow measurements with coverage, and cost- and quality-effectiveness exceeding in situ networks.

The steps to using remote sensing measurements:

• Geophysical inversion: Relate spectral radiation to relevant variable

• Resolution: Interpretation of measurement that is area-effective

Page 6: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Characterization:• Digital elevation and land use classification at 25m resolution globally Hydrologic Inputs:• Rainrate and snowpack at 2 to 25 km upto 6-hourly

Losses:• Evaporation and discharge are TBD

Status:• Flood inundation now possible at 10m• Soil moisture TBD but tens of kilometers

Page 7: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Shuttle Radar Topography Mission (SRTM)

Page 8: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Up to 30 m resolution classification and monitoring of vegetation and crops

Page 9: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Rainrate with complete spatial coverage

Page 10: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts
Page 11: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

What are the challenges?

Hydrologic Science and Remote Sensing Technology

• Interpretation of areal measurements in the presence of spatial variations

• Added-value data products from merging hydrologic models and measurements

Applications to Catchment Water Management

• Mapped attributes and spatial information systems as the analysis framework

• Re-examine monitoring assessment control in the context of this new data type

Page 12: Contribution of Remote Sensing Technology to Catchment Water Resources Management Toshio Koike 1 and Dara Entekhabi 2 1 University of Tokyo 2 Massachusetts

Next step?

In the context of a demonstration basin:

• Measure the cost-effectiveness of relying on remotely sensed data

• Measure the influence of (internal) spatial interactions in resource use