Brazilian Agrometerological Monitoring Actual tools … · Brazilian Agrometerological Monitoring...
Transcript of Brazilian Agrometerological Monitoring Actual tools … · Brazilian Agrometerological Monitoring...
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Brazilian Agrometerological MonitoringActual tools and the future
Eduardo Delgado AssadEmbrapa CNPTIA - Brazil
CAgM Meeting on AgrometeorologyWMO- Nairobi Kenya 21 to 24 October 2008
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Agritempo
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AgritempoAgrometeorological Monitoring System
The Agrometeorological Monitoring System (Agritempo) monitors and divulges,
since 2003, the climatic risk mapping out aiming at reducing possible crop losses.
www.agritempo.gov.br
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• stores and manages daily data of 1280 weather stations;
• stores historical data from 4870 meteorological stations;
• manages more than 50,000,000 records;
• stores and uses data from estimates of 1 to 15 days;
• allows the registration of users with different profiles;
• incorporates migration process and validation of data received from institutions;
• provides resources for generation of graphics, research and statistical summary;
• agricultural zoning;
• daily generation (automatic), 27 agroclimatological bulletins
• daily generation (automatic) of 810 thematic maps for all of Brazil
Characteristics
Agritempo
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Agritempo
INMETCPTECUDs EmbrapaLamepe/ItepCemigCooxupéSimeparFepagroEpagriDep. Hidrologia ALEBDA+INGÁUnicampUSPInst. FlorestalUnespCDVale
Partners:
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Agritempo
• National Meterology• Research Centre of
Weather and Clima• Universities (4)• Privates Companies (4)• Public Companies (4)
• Individual Farmers• Cooperatives• Energy Companies
Partners Characteristics
Obs: All datas are free
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devices -gathering
data
Institutionalrepositories
Data integrated
repositories
I2I1
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Integration of data from various sources
Agritempo
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ways of sending and receiving data
Phone
Fax
Station Automatic
Software unloads
in computer
Typi
ng
Typing
WebMGE
OK
WEB
Base de dadosAgritempo
ConverterData
Upl
oad
FTP
Converter
Dow
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Agritempo
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Agritempo
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Distribution of stations by state
AgritempoPartners
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Previsão de Safra
Real Network Monitoring
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VirtualNetwork
Monitoring
Rain, Temperature
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Network Virtual –TRMM
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Advantages and Disadvantages ofestimations from virtual network
• Good estimatiom oftemperatura
• Good identification ofno rain day
• High density of data
• Bad estimation of rainquantity
• Problems to correcthumid identificationareas
Agritempo
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Virtual Station TRMMVarginha - MG Real Station NatMet
Varginha - MG
T T
P PDryperiod
Dryperiod
01/01/2008 to 20/10/2008
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Agritempo
Products
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AgritempoAgrometeorological Monitoring System
IrrigationNeeds-National level-State level-Countie level
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AgritempoAgrometeorological Monitoring System
Water Contents
-National level-State level-Countie level
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AgritempoAgrometeorological Monitoring System
Precipitation
-National level-State level-Countie level
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AgritempoAgrometeorological Monitoring System
PrecipitationsForecast1 day until 5 days(meteorologicalmodels)6 days to 15 days(estocasticalmodels)
-National level-State level-County level
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AgritempoAgrometeorological Monitoring System
Rain andTemperatureData critizesAnd verification
Blue- estimated dataOrange-doubtful data
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AgritempoAgrometeorological Monitoring System
Rain MapsFor All country
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Brazilian Agricultural Zoning
Agribusiness GDP in 2006: US$ 180 billions (33% GDP - US$ 500 billion)
Agribusiness Exportations: US$ 35 billions (42%)Grain production in 2007 :133,4 millions tons
Program coordinated by the Department of Agriculture and EMBRAPA (National Institute for Agricultural Research) since 1995
Federal Farm Credit PolicyUS$ 8 billion (US$ 2.5 billion for small farmers
Agritempo
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Loss of production: 91/92 e 92/93 (Source: IPEA/UNB)
Product S. PAULO BAHIA Northeast
Rice 30% 34% 47%
Bean 21% 34% 41%
Corn 16% 37% 71%
Soybean 16% 29% -
Soybean-Irrigated
- - 32%
Cotton 22% 22% 81%
Castor Oil - - 87%
Cause: Cause: WaterWater deficiencydeficiency in in criticalcritical phasesphases: 60% : 60%
Agritempo
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Main ObjectiveDecrease the climate risks
dry spells during flowering and grain-filling (60%)excessive rain during the harvest period (30%)
ProductPlanting Calendars
Crops: Corn, Soybean, Beans, Rice (Wheat, Sorghum,
Fruits, Coffee and biofuel crops)
Periods: Dekad (10 days), Oct to Dec (Jan to Dec)
Counties / Municipal districts
Macro-regions: Central, Southeast ,South and Northeast
Risk: less than or equal to 20%
Agritempo
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General Methodology
Simulation of cumulative water balance for differentsoil types, planting dates, cycle lengths, groundstations (different models (DSSAT, BIPZONSarrazon, CLIPS etc)
Decision criteria / Risk Analysis:a) WRSI during reproductive stage ≥ Threshold Value(80% of all simulated years) WRSI: Water Requirement Satisfaction IndexWRSI = actual / maximum evapotranspiration
b) Excessive rain during harvest
Agritempo
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Data Base
Length of four growth stages (Initial, Vegetative, Reproductive and Maturity) for earlyand normal cultivarsLength of total growing period
Crop coefficient (Kc)
Soil water holding capacity
Rainfall
Evapotranspiration
Agritempo
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CLIMATIC risks zoning Rain stations distribution
Agritempo
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0
“criterion”
33ªª phenologicalphenological phasephase
0 1 2 3 4 5 33 34 35• • •days
WRS
I
f wrsi(x)
1
WRSI= value
P
•••••••
•
••
••
•
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Risk probability models
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Actually Zoning Crops• Rice• Beans• Corn• Wheat• Soybeans• Sorghun• Coffee• Cotton• Castor Bean
• Apple• Vigna beans• Banana• Cashew nuts• Barley• Maninhot• Oil Palm (2007)• Sunflower (2007)• Peanuts (2007)• Rape seed(2007)
Agritempo
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Oil Palm possible area production with low risk– Bahia State
OilOil PalmPalm PotentialPotentialOil yield 3000 Kg/ha/year
Oil 22%
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Sunflower possible area production with low risk
South region
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Sunflower possible area production with low risk
Others regions
SunflowerSunflowerProductionProduction(2005)(2005)[[OilOil] ] -- 44% 44%
OilOil YieldYield 430 430 kg/ha/kg/ha/yearyear
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Peanuts possible area production with low risk
Oil Yield – 600 kg/ha/year
YieldYield 600kg/ha/600kg/ha/yearyear
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Castor Bean possible surface production with low risk
Oil Yield ~ 1000 Kg/ha/year
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Soybean possible surface production with low risk
Oil Yield 500 Kg/ha/year
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Benefits after zoning
~41002564Corn
30001808soybean
After1996-2006Kg/ha
Before1990-1995Kg/ha
ProductsYield
Agritempo
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AgritempoAgrometeorological Monitoring System
Green-OptimalData plantingFrom climaticRiskszoning
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Forecast system of soybean crop yieldfor Brazil
AgritempoAgrometeorological Monitoring System
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Quantify losses caused by water deficiency
AgritempoAgrometeorological Monitoring System
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Accumulation of Biomass = f(Rad.Solar, Temp., Rain)
Production of grains
Estimation of maximum productivity in each agroecological area
Pp (k
g/ha
)
Time
AgritempoAgrometeorological Monitoring System
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Results for Soybeans – BrasilHarvests: 2000/2001 to 2005/2006
Comparison with data from CONAB*
CONAB is the national company responsible to make the forecast of harvest
AgritempoAgrometeorological Monitoring System
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30.00
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55.00
60.00
00/01 01/02 02/03 03/04 04/05 05/06
Prod
uctio
n (m
illio
n to
ns)
AgritempoCONAB
AgritempoAgrometeorological Monitoring System
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WebAgritecAgrometeorological Monitoring System – Municipal Scale
•15 day weather forecast for all Brazilian cities;
•Monitoring the date of planting (based on agricultural zoning);
•Crop Monitoring (based on agricultural zoning);
•Virtual diagnosis of disease;
•Recommendation of cultivars;
•Recommendation for fertilization;
•Videos of farming practices;
•News.
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WebAgritecAgrometeorological Monitoring System Agrometeorological Monitoring System – Municipal Scale
Grey are the optimal data planting from climatic risks zoning,and green are the optimal rain planting during the actual saison
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WebAgritecAgrometeorological Monitoring System Agrometeorological Monitoring System – Municipal Scale
Green are de optimal planting date from climatic risks zoning, and the blue graphic is water balance in each date