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Spatial presentation of prognosis models in plant protection – development and usage of risk maps Manfred Röhrig, ISIPBad Kreuznach, Germany CAPIGI 2011, 4-6 April 2011, Amsterdam, NL
Organisations involved ZEPP Central Institution for Decision Support Systems in Crop Protection ISIP Information System for Integrated Plant production
Use of prognosis models ZEPP field  data met data model ISIP dissemination
Contents of ISIP Individual Decision Support Regional News General Encyclopaedia
[object Object]
463 stations of the State Agric. Advisory ServicesMet data
Which station is relevant? Solution: Interpolation of met data Before: 	3 met stations Now:	1367 virtual stations
Based on soil-climate-regions ,[object Object]
Grid cell size 1 km2
~ 300.000 grid cellsInterpolation zones
24 May 2007 1700 Convective rainfall 0 mm 0 – 2.4 mm 2.4 – 4.9 mm 4.9 – 7.5 mm 7.5 – 11.4 mm > 11.4 mm met stations
Solution for rainfall Radar measurements are spatial, but deliver only intensities Rain gauges measure the amount of rain, but only site specific ,[object Object],+ =
Spatialmetdata metdata elevation longitude latitude temperature humidity
Spatialmetdata metdata elevation longitude latitude temperature humidity precip.
Spatialmetdata metdata elevation longitude latitude temperature humidity precip. model
Spatialmetdata metdata elevation longitude latitude temperature humidity precip. model riskmap
From theory to practice 300.000 grid cells 73 model variations Maps of ten days in retrospect ,[object Object]
model runs
Online provision: Need for optimization,[object Object]
iGreen brings theinternet tothefield
digital geo data mobile internet positioning systems Enabling technologies

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