Crop Models - Sensors Required











Sensors Required

Rain
Air Temp
Relative HumidityLeaf Wetness
Barometric Pressure
Soil Temperature
Soil Moisture
ETO Evapotrans
Solar Radiation
ALMOND








Gnomonia leptostyla
x
x




X. arboricola j. Blossom Infection
xxx




X. arboricola j. Fruit and Leaf Infectionxxxx




X. arboricola j. Propagation Index
xxx




Panicle and Shoot Blightxxxx




Rust Infectionxxxx














APPLE








Apple Scab - Ascospore Releasexxxx




Apple Scab - Ascospore Infection
xxx




Apple Scab - Conidia Infection
xxx




Fireblight
x
x




Aphid Risk
xxx




Codling Moth
xx





Rain Modellx

x




Chilling portions
x
















APRICOT /PLUM/PRUNE/MIRABELLE








Aphid Risk
xxx




Cladosporium Carpophilum Risk
x
x




Monilinia Laxaxxxx




Monilia Risk
x
x




Taphrina pruniixx
x




Rust Infectionxxxx




Rain Modellx

x




Cladosporium carpophilum
x
x




Shot Hole Infectionxxxx




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






X. arboricola j. Blossom Infection
xxx




Chilling portions
x






Taphrina deformansxx
x














ASPARAGUS








Aspagarus - Puccina
x
x




Alternaria TomCast
xxx




Grey Mould Risk
xxx




Stemphylium Versicarium
xxx
























AVOCADORainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
X. arboricola j. Blossom Infection
xxx




X. arboricola j. Fruit and Leaf Infectionxxxx




X. arboricola j. Propagation Index;
xxx




Anthracnose Colletorichum sp.xxxx














BANANA








Sigatoka Infectionxxxx




Sigatoka Risk by ETo
xx



x
Spray Evaluationxx


























BEETROOT








Alternaria TomCast
xxx




Alternaria daucii and alternata Infection
xxx




Beetroots - Cercospora
xxx














BLUEBERRY








Colletotrichum acutatumxxxx




Anthracnose Elsinoe v. xxxx




Botrytis cinerea Grey mould
xxx




Baterial Cancerxxx





Phomopsis Riskxxx





Monilinia Blight
x
x














BLACKBERRY








Antracnose Elsinoexxxx




Rust
xxx




Chilling Portions 
x
















CABBAGE/ oilseed Brassica sp. 








Mycosphaerella brassicicola
xxx




Downy Mildew Infection Frey
xxx




Alternaria TomCast
xxx




Sclerotinia Infection xxxx
x


White Blister Albugo candidaxxxx



x










CARROT/BEETROOT








Alternaria TomCast
xxx




Alternaria daucii & alternata Infection
xxx




Beetroots - Cercospora
xxx














CHERRY








Aphid Risk
xxx




Cladosporium carpophilum risk
x
x




Monilia Laxaxxxx




Rain Modellx

x




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






Shot Hole Infectionxxxx




Pesticide Wash Offx

x




Leaf Spot Blumeriella jaapiixxxx




Western Flower Thrips F. occidentalis
xx





Bacterial Cancer Pseudomonasx
xx

x

Chilling portions
x






Anthracnose Colletotrichum acutatum xxxx





RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation










CHILLI








Antracnose;
x
x




Alternaria TomCast
xxx




Grey Mould Risk
xxx




Pepper Downy Mildew Phytophtora Capsicixxxx




Powdery Mildew Risk PI Modell Open Field Modell
x
x














CITRUS








Alternaria xx
x




Post Bloom Fruit Dropx

x














CORN








Southern and Northern Corn Leaf Blightxxxx




Grey Leaf Spot
xx





Fusarium Head Blightxxxx














COFFEE








Diseases Severityxxxx




Leaf Rustxxxx




Berry Diseasexxxx




Pesticide Wash Offx

x














COTTON 








Fusarium Riskxxxx




Rhizoctonia solani
x
x



x
Powdery Mildew 
x
x




Alternaria alternata
xxx














CUCUMBER








Melon - Powdery Mildew Risk
xxx



x
Alternaria TomCast
xxx




NoBlight Phytophtora Infestansxxxx




Grey Mould Risk
xxx














ELDERBERRY








Anthracnose C. acutatumxxxx




Chilling Portions
x
















EGGPLANTS








Antracnose;
x
x




Alternaria TomCast
xxx




Grey Mould Risk
xxx




Pepper Downy Mildew Phytophtora Capsicixxxx




Powdery Mildew Risk PI Modell Open Field Modell
x
x














ELDERBERRY








Colletotrichum acutatumxxxx














ENTHALPIE








Enthalpie
xx
x














RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
ET0








ET0 for plastic green houses;






x










HAZELNUT 








Powdery Mildew Phyllactinia guttataxx
x














HEMP








Sclerotinia Infectionxxxx
x


Grey Mould risk
xxx




Alternaria sp. TomCast
xxx




Phoma Stem Cancerxxxx




Septoria triticixxxx




Septoria nodorumxxxx




Anthracnose Colletotrichum sp.xx






Downy Mildew Pseudoperonospora sp.xxxx




Powdery mildew riskxx






Rustxx
x




Stemphylium sp.
xxx




Cercospora Leaf Spots
xx















KIWI








Phytophthora Model TomCAst
xxx




Botrytis cinerea
xxx




Stemphylium sp. 
xxx














LETTUCE








Downy Mildew Bremia Lactucaexxxx




Antracnosexxxx




Grey Mould Risk
xxx














LINUM








Sclerotinia Infectionxxxx
x


Grey Mould risk
xxx




Alternaria sp. TomCast
xxx




Phoma Stem Cancerxxxx




Septoria triticixxxx




Septoria nodorumxxxx




Anthracnose Colletotrichum sp.xx






Downy Mildew Pseudoperonospora sp.xxxx




Powdery mildew riskxx






Rustxx
x




Stemphylium sp.
xxx




Cercospora Leaf Spots
xx















MANGO








X. arboricola j. Blossom Infection
xxx




X. arboricola j. Fruit and Leaf Infectionxxxx




X. arboricola j. Propagation Index;
xxx





RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
MELON/CUCUMBER/ZUCCHINI/PUMPKIN








Melon - Powdery Mildew Risk
xxx



x
Alternaria TomCast
xxx




NoBlight Phytophtora Infestansxxxx




Grey Mould Risk
xxx














MIRABELLE








Aphid Risk
xxx




Cladosporium Carpophilum Risk
x
x




Monilinia Laxaxxxx




Monilia Risk
x
x




Taphrina pruniixx
x




Rust Infectionxxxx




Rain Modellx

x




Cladosporium carpophilum
x
x




Shot Hole Infectionxxxx




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






X. arboricola j. Blossom Infection
xxx




Chilling portions
x
















NECTARINES








Aphid Risk
xxx




Monillia & Stigmina Carpohila
x
x




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






Cladosporium carpophilum risk
x
x




Rain Modellx

x














OILSEED RAPE/Canola








Stem rot Sclerotinia sclerotiorumxxxx
x


Pollen Beetle Flight
x


x


Phoma Stem Cancerxxxx














OLIVE








Spilocaea oleagina
xxx




Antracnosexxxx














ONION








Botrytis Squamosa Infection
x
x




MilIonCast Infectionxxxx




MilIonCast Severityxxxx




Stemphylium Versicarium
xxx




Grey Mould Risk
xxx




Alternaria TomCast
xxx















RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
PEAR and QUINCE








Aphid Risk
xxx




Chilling portions
x






Fireblight
x
x




Fabraea Leaf Spotxx
x




Rain Modellx

x




Stemphylium versicarium
xxx




Venturia pirina
x
x




Brown Spot Infection 
xxx




Monilia Infection xxxx














PAPRIKA /PEPPER/EGGPLANTS








Alternaria TomCast
xxx




Grey Mould Risk
xxx




Pepper Downy Mildew Phytophtora Capsicixxxx




Phytophthora infestans model Frey
xxx














PEACH








Aphid Risk
xxx




Monillia & Stigmina Carpohila
x
x




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






Cladosporium carpophilum risk
x
x




Rain Modellx

x




Chilling Portions x

















POMEGRANATE








Alternaria alternata
xxx




Botrytis cinerea
xxx




Xanthomonas Fruit and Leaf Infectionxxxx




Xanthomonas Blossom Infection
xxx




Xanthomonas Propagation Index
xxx














PISTACHIO








Gnomonia leptostyla
x
x




X. arboricola j. Blossom Infection
xxx




X. arboricola j. Fruit and Leaf Infectionxxxx




X. arboricola j. Propagation Index
xxx




Panicle and Shoot Blightxxxx




Rust Infectionxxxx





RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
PLUM








Aphid Risk
xxx




Cladosporium Carpophilum Risk
x
x




Monilinia Laxaxxxx




Monilia Risk
x
x




Taphrina pruniixx
x




Rust Infectionxxxx




Rain Modellx

x




Cladosporium carpophilum
x
x




Shot Hole Infectionxxxx




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






X. arboricola j. Blossom Infection
xxx




Chilling portions
x
















PRUNE








Aphid Risk
xxx




Cladosporium Carpophilum Risk
x
x




Monilinia Laxaxxxx




Monilia Risk
x
x




Taphrina pruniixx
x




Rust Infectionxxxx




Rain Modellx

x




Cladosporium carpophilum
x
x




Shot Hole Infectionxxxx




Sphaerotheca pannosa Risk
x
x




Taphrina Leaf Curl
x






X. arboricola j. Blossom Infection
xxx




Chilling portions
x
















PUMPKIN








Melon - Powdery Mildew Risk
xxx



x
Alternaria TomCast
xxx




NoBlight Phytophtora Infestansxxxx




Grey Mould Risk
xxx















RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
POTATO








Alternaria TomCast
xxx




Aphid Risk
xxx




Colorado Beetle Risk
x


x


Smith Periods Phytophtora infestans
xx





Negativ Prognosis Pytoptora infestansxxxx




Phytophthora Infestantsxxxx



x
Pectobacterium disease - Aerial Infection
xxx




Pectobacterium Disease - Soil Infection
x



x

Frey Phytophtora Infestans
xxx




Winstel Cast
xxx




Blite Castxxxx




NoBlight Phytophtora Infestansxxxx














PULSES








Botrytis cinerea
xxx




Sclerotinia sclerotiumxxxx
x


Alternaria sp. 
xxx




Asochyta Blight
xxx














RAPESEED








Phoma Stem Cancerxxxx




Pollen Beetle Flight
x


x


Sclerotiniaxxxx
x












RASPBERRY








Anthracnose Elsinoe v.xxxx




Rust 
xxx




Chilling Portions
x
















RICE








Sheath Blight
x
x



x
Blast Infectionxx
x



x










SOYA








Soya Rust1
x
x




Soya Rust2xxxx



x
Sclerotiniaxxxx
x












STRAWBERRY








Grey Mould Risk
xxx




Powdery Mildew
xxx




Broome/Gubler P. mildew risk
x






Phytophtora cactorumxx
















SUNFLOWER








Plasmopara Halstedii Soil Bornexxxx
x


Sclerotiniaxxxx
x


Grey Mould Risk
xxx




Alternaria TomCast
xxx





RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
SUGARBEET








Cercospora Beticolaxxxx




BeetCastxxxx




CercoPri
xx















SUGARCANE 








Flowering Induction 
x
















TOBACCO








Blue Mold P. tabacina Risk and Spray Intervalxxxx




Blue Mold Infection Datexxxx



x
Thrips risk
xx

























TOMATO - COVERED








Grey Mould
xxx




Septoria Leaf Spot
xxx




Antracnose;
x
x




Leaf Mould
xxx




Powdery Mildew risk
x
x




Aphid risk
xxx














TOMATO - OPEN FIELD








Grey Mould
xxx




NoBlight Phytophtora Infestansxxxx




Frey Phytophtora Infestans
xxx




Alternaria TomCast
xxx




Powdery Mildew Risk PI Modell Open Field Modell
x
x




Septoria leaf spot
xxx
























TOMATO - WARM CLIMATE OPEN FIELD








Pepper Downy Mildew Phytophtora Capsici;xxxx




NoBlight Phytophtora Infestansxxxx




Alternaria TomCast
xxx




Leveillula taurica
xxx




Grey Mould
xxx




Septoria Leaf Spot
xxx




Antracnose;
x
x




Leaf Mould;
xxx




Powdery Mildew Risk PI Modell Open Field Modell
x
x




Aphid risk 
xxx














TURF GRASS








Brown Patchxxxx




Pythium Diseasexxxx




Dollar Spotxxxx




Overseeding by cool or warm season gras species
x






Snow Mold
x
x



x

RainAir TempRelative HumidityLeaf WetnessBarometric PressureSoil TemperatureSoil MoistureETO EvapotransSolar Radiation
VITICULTURE








Antracnosexxxx




Blackrotxxxx




Powdery Mildew Riskxxxx




Powdery Mildew California Risk
x






Powdery Mildew Ascospore Infectionxxxx




Grape Vine Downy Mildew Primary Cyclexxxx




Grape Vine Downy Mildew Secondary Cyclexxxx




Grape Vine Berry Moth
x






Grey Mould Risk
xxx




Leaf growth and Rain Accumulationxxxx




Phomopsis Infection xxxx














WALNUT/ALMONDS/PISTACHIOS








Gnomonia leptostyla
x
x




X. arboricola j. Blossom Infection
xxx




X. arboricola j. Fruit and Leaf Infectionxxxx




X. arboricola j. Propagation Index
xxx




Panicle and Shoot Blightxxxx




Rust Infectionxxxx




Shot hole xxxx




Monilia laxaxxxx




Alternaria sp 
xxx














WHEAT and Barley 








Aphid Risk
xxx




Fusarium Head Blight Risk
xxx




Fusarium Head Blightxxxx




Perikularum Grisea
xxx




Septoria Nodorumxxxx




Anthracnose (Rhizoctonia)
x
x



x
Septoria Tritici Riskxxxx




Puccinia spp.
x
x



x
Powdery Mildew Blumeria graminis 
x