AN OPERATIONAL REMOTE SENSING BASED SERVICE FOR RICE PRODUCTION ESTIMATION AT NATIONAL SCALE
Contributo in Atti di convegno
Data di Pubblicazione:
2013
Abstract:
One goal of the Remote Sensing based Information
and Insurance for Crops in emerging Economies (RIICE) project
is to estimate, on an operational basis, rice production at national
scale in primis targeted to food security and crop insurance
purposes. There are two unique elements to this proposed
service:
1. Multi-year, annual, and seasonal SAR data are acquired from
all existing operational spaceborne systems are used and
complemented by MODIS 250/500 m 16-/8-days composite
data. This solution:
- overcomes the spatial-temporal problem, hence assuring
an appropriate temporal repetition at an adequate scale
(i.e. spatial resolution) even over large areas;
- provides sensor independent operational monitoring with
sufficient data redundancy to ensure information delivery.
2. A crop growth simulation model estimates yield and hence
production using dedicated remote sensing products in
addition to the usual meteorological, soil, and plant
parameters. This remote sensing-crop model approach to
yield estimation:
- uses relevant remote sensing derived information on rice
phenology to initialize the model on the correct date;
- uses remote sensing parameters as measurements of the
crop's response to the environment and management thus
reducing the reliance on other input data to the model that
would impossible to obtain over wide geographic areas;
- considers the spatial distribution of rice fields;
- improves the yield estimation figures by forcing the model
towards actual rather than attainable yields.
Initial results and experiences gained in the past two years in
seven Asian countries are presented and discussed.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Synthetic Aperture Radar (SAR); Aqua and Terra MODIS; rice; cultivated area and extent; phenology; Leaf Area Index (LAI); yield
Elenco autori:
Manfron, Giacinto; Brivio, PIETRO ALESSANDRO; Boschetti, Mirco
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