Practical examples of international projects where remote sensing (RS)
techniques were used in applied hydrology.
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| AHAS (AVHRR in
applied hydrology)
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ASTIMwR
(GIS/RS in water management) |
AHAS Project
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Major goals: software development for
AVHRR applications in hydrology; expert system guidance; multi-level approach;
universal applicability for regional hydrological studies.
General
- ITC-BCRS funded. (1999-2000). Successfully finished.
- Participants:
- Netherlands: ITC - LUW
- Sri Lanka: IMWI - Department of Meteorology
Antecedents
The coarse spatial resolution (1 km) solar-synchronic satellite NOAA-AVHRR
provides daily global coverage (twice or more) at an affordable cost.
AVHRR was designed for meteorological purposes and sea applications, but very
soon the low image cost (available in INTERNET nowadays), free image shot policy, frequent
acquisition and adequate radiometric resolution made
this satellite very attractive for many scientific community branches focused on
regional applications.
The amount of scientific research and effort done to expand the capability of
AVHRR images to land applications in the past two decades was enormous. Many methods were developed for specific use with this sensor. All this effort was
published but spread out in the specialized literature and journals. Due to
International character of ITC we were receptive to the need of an adequate tool
able to compile these methods and deal with the spatial variations of
hydrological parameters in areas of data scarcity. There was a need then to
develop a system to post-process AVHRR from raw data to a full hydrological
outputs for training purposes, hydrologists, decision makers or watershed managers.
Main Objectives
- To compile the most practical and universal methodologies applied to
hydrology management from AVHRR raw data.
- To establish a range of applicability of these procedures.
- To build an expert system (ES) to guide the user through the different techniques
dimishing the need of specialized user skills.
- To develop a friendly project-based User Interface (UI) able to post-process raw AVHRR
imagery take to full hydrological outputs in a thematic environment.
- Build a very dedicated help file containing full explanation of each
method, links to relevant Internet sites and built-in spreadsheet for
training purposes.
AHAS structure

An AHAS operation consists on seven steps, five of them are fully automatic
and two require decisions from the user.
- Through the UI the user selects certain output from the thematic menu.
- The UI activates the subroutine containing the selected methodology.
- The ES searches the existing files into the current AHAS project to offer
adequate input data (values, maps, tables, etc.) to the user.
- The available data is presented in a dedicated dialog box for final user
check.
- The user changes the default input (if necessary). Eventually the user has
to take decisions as required for some methodologies. In all cases the ES
will offer adequate defaults. At the end, the user gives 'OK' to initiate
the calculations.
- The UI transfer the inputs and procedures to ILWIS through DDE technology
and scripts. ILWIS does the automatic operations to produce the outputs.
- The final outputs are incorporated the current AHAS project and added
to the thematic catalogue. The user accesses it through the UI.
Input data required by one AHAS project
In total 11 raster maps are required. The downloading AVHRR software is
mostly capable to built the input to AHAS. Whatever the case the maps have to
built outside AHAS and then imported into the current project (one project = one
image take)
- 2 Top Of the Atmosphere (TOA) narrow band albedo maps (ch1 & ch2)
- 2 Atmospherically Corrected (AC) narrow band albedo maps (ch1ac &
ch2ac)
- 3 TOA surface brightness maps (ch3, ch4 & ch5).
- 4 angle maps: solar & satellite zenith angle maps and solar &
satellite azimuth angle maps
Outputs from AHAS
The outputs in AHAS are organized by 7 thematics menus. At
present only 5 menus are operational.
|
Thematic menu |
Parameter |
Symbol |
Dependency |
|
Spectral Composites |
False Color Composites |
FCC |
ch1-2-3-4-5 |
|
Normalized Diff. Vegetation Index |
NDVI |
ch1ac; ch2ac |
|
Soil adjusted Vegetation Index |
SAVI |
ch1ac; ch2ac; L |
| Biophysical
Properties |
Fractional
vegetation cover |
vc |
SAVI |
|
Leaf Area Index |
LAI |
SAVI; crop factors |
|
Crop coefficients |
kc |
SAVI;
Rn; LW; SW |
| Planetary albedo |
rp |
CH1-2 |
|
Surface albedo |
ro |
rp |
|
Broadband emissivity |
eo |
NDVI |
|
Narrow band emissivity |
ei |
NDVI;
e; Ch1-2 |
|
Surface temperature |
To |
ei;
NDVI; Ch4-Ch5 |
| Surface roughness |
zo |
LAI, veg. height,
cdc. |
|
displacement height |
d |
LAI,
veg. height; cdc. |
Frac.
photosynthetic active radiation |
fPAR |
NDVI |
|
Transpiration coefficient |
tc |
LAI |
| Climate
Characteristics |
Daytime duration |
dd |
day number; lat-long |
|
Daily terrestrial SW radiation |
K¯day-exo |
day number; lat-long |
Instantaneous
terrestrial SW radiation |
K¯exo |
date-time; lat-long |
| % of cloud cover |
cc |
ground information |
| Ground daily SW
radiation |
K¯day |
ground information |
| Ground
instantaneous SW radiation |
K¯ |
ground information |
| Daily net LW
radiation |
Lnet |
Tair; RH%; atm
emissivity |
| Instantaneous LW
incoming radiation |
L¯ |
Tair; atm
emissivity |
| Instantaneous LW
outgoing radiation |
L |
To, eo;
Tair; atm. emissivity |
| Instantaneous net
radiation |
Rn |
ro; ¯; L |
|
Daily net radiation |
Rnday |
ro; day;
Lnet |
Instantaneous
soil heat flux |
G |
NDVI; ro; To |
|
Sensible Heat Flux |
H |
To; Tair; ++ |
|
Water Characteristics |
Daily Potential
Evapotranspiration |
PET |
K¯day;
Lnet; ro |
| Instantaneous
water use |
LE |
Rn; G; H |
| Evaporative
Fraction |
L |
Rn; |
| Daily total
evapotranspiration |
AET |
Rnday;
L |
|
Soil moisture classes |
SM |
L;
constants |
| Agro-ecology |
Photosynthetical
Active Radiation |
PAR |
K¯day;
constants |
| Absorbed
Photosynthetical Active Radiation |
APAR |
PAR; fPAR |
| Accumulated
Absorbed Photosynthetical Active Radiation |
AcAPAR |
APAR; time |
| Accumulated
biomass |
Bact |
AcAPAR; factors |
AHAS courses
Although AHAS is relatively easy to use, it consists of many steps. In some
steps choices are offered. The dedicated Help file is fully self explanatory, and includes exercises and
spreadsheet practicals. However the WRES Division prepared a dedicated module
(short course) in the AHAS software that includes:
- Lectures given by the AHAS authors (ITC-WRES staff).
- Lecture material and methods.
- Study cases.
- The ILWIS, AHAS and complementary packages.
AHAS course link
AHAS characteristics
- PC software
- OS: Windows 95-98-2000-NT.
- Language: Visual Basic - ILWIS (RS/GIS) operating in parallel at
background.
- ILWIS data base.
- Built-in expert system guidance.
- Catalogue function for easy-to-use file keeping
- Thematic menus.
- Import-export capabilities from all main GIS-RS formats.
- Full printing capabilities.
- Full descriptive help on-line: theory, inputs, exercises, top links.
And ... last but not least...
- A full GIS-RS software (ILWIS) works at the background. It can also be
used independently from AHAS, expanding enormously the software
capabilities.
Pricing
AHAS is freeware (as from March 1 2002) but requires the ILWIS package. Consult ILWIS pricing
in the ILWIS
home page.
Interested?... contact Anneke Nikijuluw mailto:nikijuluw@itc.nl
ASTIMwR project
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Major goals: Detection of irrigated
areas; irrigation efficiency; crop water requirements; user identification; aquifer
depletion
General
- EC funded. (1997-2000). Successfully finished.
- Participants:
- Spain: Geosys (PM) - CHG - IDR (UCLM)
- Portugal: INAG
- Italy: UNAP II - Consorzio Bonifica di Paestum (CBP)
- Netherlands: ITC - WSC-DLO
- FW areas
- Guadiana Basin (Spain-Portugal) 63,000 km2
- Extrapolation area: CBP irrigation district (Italy)
Origin of the problem
The Spanish Water Law stated a change in water ownership from the private
to the public sector after severe groundwater depletion in the semi-arid Spain.
Overexploited aquifers are becoming a world-wide problem, in this thirsty millennium.
The change was problematic. The Water Law considered the rights of
the pre-existent exploitations before 1985. No or few drilling records were
available and as a consequence an uncontrolled exploitation wave appeared
everywhere. The aquifer reached its lowest-ever level in 1995. According to
records the depletion was more than 40 m in certain areas, some of them well
known national parks.
Main Objectives
- To develop a User Interface (UI) for daily Watershed Management on a
routine basis at the customers organizations: CHG - INAG - CBP
- To produce state-of-the-art irrefutable proves of water abuse for
potential trials.
Project toolbox
- RS techniques to detect hydrological pre-existent situation (before 1985).
- GIS-DBASE techniques to produce digital cadastral databases.
- Arial photo interpretation and land surveillance for detailed evaluation.
- RS-SEBAL modeling to evaluate medium-term actual evapotranspiration and
crop consumption.
- Agronomical-hydrological models to evaluate short-term actual
evapotranspiration, crop consumption and irrigation efficiencies.
- Advance database management to store and retrieve historical and new user
and climatic information in a practical manner.
Main UI applications
- Irrigation detection: new/old schemes - user identification - user legal
status.
- Irrigation quantification: GIS/RS/SEBAL model application.
- Evapotranspiration studies: SEBAL algorithm.
- On-line climatological, surface and groundwater database.
- Evolution of protected environments (national parks)
- Aquifer evolution: multi-temporal analysis
- Advance: GIS and RS full functions
Main characteristics of the User Interface
- PC - OS: Windows 98.
- Language: Visual Basic - ILWIS (RS/GIS) operating in parallel at
background.
- Access data base.
- Designed for non-skill operators.
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