Sensors Required for Disease - Crop Models

Modified on Fri, 24 Feb, 2023 at 7:12 AM

	Sensors Required
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
ALMOND
Gnomonia leptostyla		x		x
X. arboricola j. Blossom Infection		x	x	x
X. arboricola j. Fruit and Leaf Infection	x	x	x	x
X. arboricola j. Propagation Index		x	x	x
Panicle and Shoot Blight	x	x	x	x
Rust Infection	x	x	x	x

APPLE
Apple Scab - Ascospore Release	x	x	x	x
Apple Scab - Ascospore Infection		x	x	x
Apple Scab - Conidia Infection		x	x	x
Fireblight		x		x
Aphid Risk		x	x	x
Codling Moth		x	x
Rain Modell	x			x
Chilling portions		x

APRICOT /PLUM/PRUNE/MIRABELLE
Aphid Risk		x	x	x
Cladosporium Carpophilum Risk		x		x
Monilinia Laxa	x	x	x	x
Monilia Risk		x		x
Taphrina prunii	x	x		x
Rust Infection	x	x	x	x
Rain Modell	x			x
Cladosporium carpophilum		x		x
Shot Hole Infection	x	x	x	x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
X. arboricola j. Blossom Infection		x	x	x
Chilling portions		x
Taphrina deformans	x	x		x

ASPARAGUS
Aspagarus - Puccina		x		x
Alternaria TomCast		x	x	x
Grey Mould Risk		x	x	x
Stemphylium Versicarium		x	x	x


AVOCADO	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
X. arboricola j. Blossom Infection		x	x	x
X. arboricola j. Fruit and Leaf Infection	x	x	x	x
X. arboricola j. Propagation Index;		x	x	x
Anthracnose Colletorichum sp.	x	x	x	x

BANANA
Sigatoka Infection	x	x	x	x
Sigatoka Risk by ETo		x	x						x
Spray Evaluation	x	x


BEETROOT
Alternaria TomCast		x	x	x
Alternaria daucii and alternata Infection		x	x	x
Beetroots - Cercospora		x	x	x

BLUEBERRY
Colletotrichum acutatum	x	x	x	x
Anthracnose Elsinoe v.	x	x	x	x
Botrytis cinerea Grey mould		x	x	x
Baterial Cancer	x	x	x
Phomopsis Risk	x	x	x
Monilinia Blight		x		x

BLACKBERRY
Antracnose Elsinoe	x	x	x	x
Rust		x	x	x
Chilling Portions		x

CABBAGE/ oilseed Brassica sp.
Mycosphaerella brassicicola		x	x	x
Downy Mildew Infection Frey		x	x	x
Alternaria TomCast		x	x	x
Sclerotinia Infection	x	x	x	x		x
White Blister Albugo candida	x	x	x	x						x

CARROT/BEETROOT
Alternaria TomCast		x	x	x
Alternaria daucii & alternata Infection		x	x	x
Beetroots - Cercospora		x	x	x

CHERRY
Aphid Risk		x	x	x
Cladosporium carpophilum risk		x		x
Monilia Laxa	x	x	x	x
Rain Modell	x			x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
Shot Hole Infection	x	x	x	x
Pesticide Wash Off	x			x
Leaf Spot Blumeriella jaapii	x	x	x	x
Western Flower Thrips F. occidentalis		x	x
Bacterial Cancer Pseudomonas	x		x	x			x
Chilling portions		x
Anthracnose Colletotrichum acutatum	x	x	x	x
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation

CHILLI
Antracnose;		x		x
Alternaria TomCast		x	x	x
Grey Mould Risk		x	x	x
Pepper Downy Mildew Phytophtora Capsici	x	x	x	x
Powdery Mildew Risk PI Modell Open Field Modell		x		x

CITRUS
Alternaria	x	x		x
Post Bloom Fruit Drop	x			x

CORN
Southern and Northern Corn Leaf Blight	x	x	x	x
Grey Leaf Spot		x	x
Fusarium Head Blight	x	x	x	x

COFFEE
Diseases Severity	x	x	x	x
Leaf Rust	x	x	x	x
Berry Disease	x	x	x	x
Pesticide Wash Off	x			x

COTTON
Fusarium Risk	x	x	x	x
Rhizoctonia solani		x		x						x
Powdery Mildew		x		x
Alternaria alternata		x	x	x

CUCUMBER
Melon - Powdery Mildew Risk		x	x	x						x
Alternaria TomCast		x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Grey Mould Risk		x	x	x

ELDERBERRY
Anthracnose C. acutatum	x	x	x	x
Chilling Portions		x

EGGPLANTS
Antracnose;		x		x
Alternaria TomCast		x	x	x
Grey Mould Risk		x	x	x
Pepper Downy Mildew Phytophtora Capsici	x	x	x	x
Powdery Mildew Risk PI Modell Open Field Modell		x		x

ELDERBERRY
Colletotrichum acutatum	x	x	x	x

ENTHALPIE
Enthalpie		x	x		x

	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
ET0
ET0 for plastic green houses;									x

HAZELNUT
Powdery Mildew Phyllactinia guttata	x	x		x

HEMP
Sclerotinia Infection	x	x	x	x		x
Grey Mould risk		x	x	x
Alternaria sp. TomCast		x	x	x
Phoma Stem Cancer	x	x	x	x
Septoria tritici	x	x	x	x
Septoria nodorum	x	x	x	x
Anthracnose Colletotrichum sp.	x	x
Downy Mildew Pseudoperonospora sp.	x	x	x	x
Powdery mildew risk	x	x
Rust	x	x		x
Stemphylium sp.		x	x	x
Cercospora Leaf Spots		x	x

KIWI
Phytophthora Model TomCAst		x	x	x
Botrytis cinerea		x	x	x
Stemphylium sp.		x	x	x

LETTUCE
Downy Mildew Bremia Lactucae	x	x	x	x
Antracnose	x	x	x	x
Grey Mould Risk		x	x	x

LINUM
Sclerotinia Infection	x	x	x	x		x
Grey Mould risk		x	x	x
Alternaria sp. TomCast		x	x	x
Phoma Stem Cancer	x	x	x	x
Septoria tritici	x	x	x	x
Septoria nodorum	x	x	x	x
Anthracnose Colletotrichum sp.	x	x
Downy Mildew Pseudoperonospora sp.	x	x	x	x
Powdery mildew risk	x	x
Rust	x	x		x
Stemphylium sp.		x	x	x
Cercospora Leaf Spots		x	x

MANGO
X. arboricola j. Blossom Infection		x	x	x
X. arboricola j. Fruit and Leaf Infection	x	x	x	x
X. arboricola j. Propagation Index;		x	x	x
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
MELON/CUCUMBER/ZUCCHINI/PUMPKIN
Melon - Powdery Mildew Risk		x	x	x						x
Alternaria TomCast		x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Grey Mould Risk		x	x	x

MIRABELLE
Aphid Risk		x	x	x
Cladosporium Carpophilum Risk		x		x
Monilinia Laxa	x	x	x	x
Monilia Risk		x		x
Taphrina prunii	x	x		x
Rust Infection	x	x	x	x
Rain Modell	x			x
Cladosporium carpophilum		x		x
Shot Hole Infection	x	x	x	x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
X. arboricola j. Blossom Infection		x	x	x
Chilling portions		x

NECTARINES
Aphid Risk		x	x	x
Monillia & Stigmina Carpohila		x		x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
Cladosporium carpophilum risk		x		x
Rain Modell	x			x

OILSEED RAPE/Canola
Stem rot Sclerotinia sclerotiorum	x	x	x	x		x
Pollen Beetle Flight		x				x
Phoma Stem Cancer	x	x	x	x

OLIVE
Spilocaea oleagina		x	x	x
Antracnose	x	x	x	x

ONION
Botrytis Squamosa Infection		x		x
MilIonCast Infection	x	x	x	x
MilIonCast Severity	x	x	x	x
Stemphylium Versicarium		x	x	x
Grey Mould Risk		x	x	x
Alternaria TomCast		x	x	x

	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
PEAR and QUINCE
Aphid Risk		x	x	x
Chilling portions		x
Fireblight		x		x
Fabraea Leaf Spot	x	x		x
Rain Modell	x			x
Stemphylium versicarium		x	x	x
Venturia pirina		x		x
Brown Spot Infection		x	x	x
Monilia Infection	x	x	x	x

PAPRIKA /PEPPER/EGGPLANTS
Alternaria TomCast		x	x	x
Grey Mould Risk		x	x	x
Pepper Downy Mildew Phytophtora Capsici	x	x	x	x
Phytophthora infestans model Frey		x	x	x

PEACH
Aphid Risk		x	x	x
Monillia & Stigmina Carpohila		x		x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
Cladosporium carpophilum risk		x		x
Rain Modell	x			x
Chilling Portions	x

POMEGRANATE
Alternaria alternata		x	x	x
Botrytis cinerea		x	x	x
Xanthomonas Fruit and Leaf Infection	x	x	x	x
Xanthomonas Blossom Infection		x	x	x
Xanthomonas Propagation Index		x	x	x

PISTACHIO
Gnomonia leptostyla		x		x
X. arboricola j. Blossom Infection		x	x	x
X. arboricola j. Fruit and Leaf Infection	x	x	x	x
X. arboricola j. Propagation Index		x	x	x
Panicle and Shoot Blight	x	x	x	x
Rust Infection	x	x	x	x
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
PLUM
Aphid Risk		x	x	x
Cladosporium Carpophilum Risk		x		x
Monilinia Laxa	x	x	x	x
Monilia Risk		x		x
Taphrina prunii	x	x		x
Rust Infection	x	x	x	x
Rain Modell	x			x
Cladosporium carpophilum		x		x
Shot Hole Infection	x	x	x	x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
X. arboricola j. Blossom Infection		x	x	x
Chilling portions		x

PRUNE
Aphid Risk		x	x	x
Cladosporium Carpophilum Risk		x		x
Monilinia Laxa	x	x	x	x
Monilia Risk		x		x
Taphrina prunii	x	x		x
Rust Infection	x	x	x	x
Rain Modell	x			x
Cladosporium carpophilum		x		x
Shot Hole Infection	x	x	x	x
Sphaerotheca pannosa Risk		x		x
Taphrina Leaf Curl		x
X. arboricola j. Blossom Infection		x	x	x
Chilling portions		x

PUMPKIN
Melon - Powdery Mildew Risk		x	x	x						x
Alternaria TomCast		x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Grey Mould Risk		x	x	x

	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
POTATO
Alternaria TomCast		x	x	x
Aphid Risk		x	x	x
Colorado Beetle Risk		x				x
Smith Periods Phytophtora infestans		x	x
Negativ Prognosis Pytoptora infestans	x	x	x	x
Phytophthora Infestants	x	x	x	x						x
Pectobacterium disease - Aerial Infection		x	x	x
Pectobacterium Disease - Soil Infection		x						x
Frey Phytophtora Infestans		x	x	x
Winstel Cast		x	x	x
Blite Cast	x	x	x	x
NoBlight Phytophtora Infestans	x	x	x	x

PULSES
Botrytis cinerea		x	x	x
Sclerotinia sclerotium	x	x	x	x		x
Alternaria sp.		x	x	x
Asochyta Blight		x	x	x

RAPESEED
Phoma Stem Cancer	x	x	x	x
Pollen Beetle Flight		x				x
Sclerotinia	x	x	x	x		x

RASPBERRY
Anthracnose Elsinoe v.	x	x	x	x
Rust		x	x	x
Chilling Portions		x
Grey Mould		x	x	x
RICE
Sheath Blight		x		x						x
Blast Infection	x	x		x						x

SOYA
Soya Rust1		x		x
Soya Rust2	x	x	x	x						x
Sclerotinia	x	x	x	x		x

STRAWBERRY
Grey Mould Risk		x	x	x
Powdery Mildew		x	x	x
Broome/Gubler P. mildew risk		x
Phytophtora cactorum	x	x

SUNFLOWER
Plasmopara Halstedii Soil Borne	x	x	x	x		x
Sclerotinia	x	x	x	x		x
Grey Mould Risk		x	x	x
Alternaria TomCast		x	x	x
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
SUGARBEET
Cercospora Beticola	x	x	x	x
BeetCast	x	x	x	x
CercoPri		x	x

SUGARCANE
Flowering Induction		x

TOBACCO
Blue Mold P. tabacina Risk and Spray Interval	x	x	x	x
Blue Mold Infection Date	x	x	x	x						x
Thrips risk		x	x


TOMATO - COVERED
Grey Mould		x	x	x
Septoria Leaf Spot		x	x	x
Antracnose;		x		x
Leaf Mould		x	x	x
Powdery Mildew risk		x		x
Aphid risk		x	x	x

TOMATO - OPEN FIELD
Grey Mould		x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Frey Phytophtora Infestans		x	x	x
Alternaria TomCast		x	x	x
Powdery Mildew Risk PI Modell Open Field Modell		x		x
Septoria leaf spot		x	x	x


TOMATO - WARM CLIMATE OPEN FIELD
Pepper Downy Mildew Phytophtora Capsici;	x	x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Alternaria TomCast		x	x	x
Leveillula taurica		x	x	x
Grey Mould		x	x	x
Septoria Leaf Spot		x	x	x
Antracnose;		x		x
Leaf Mould;		x	x	x
Powdery Mildew Risk PI Modell Open Field Modell		x		x
Aphid risk		x	x	x

TURF GRASS
Brown Patch	x	x	x	x
Pythium Disease	x	x	x	x
Dollar Spot	x	x	x	x
Overseeding by cool or warm season gras species		x
Snow Mold		x		x						x
	Rain	Air Temp	Relative Humidity	Leaf Wetness	Barometric Pressure	Soil Temperature	Soil Water Tension	Soil Water Content (VWC)	ETO Evapotrans	Solar Radiation
VITICULTURE
Antracnose	x	x	x	x
Blackrot	x	x	x	x
Powdery Mildew Risk	x	x	x	x
Powdery Mildew California Risk		x
Powdery Mildew Ascospore Infection	x	x	x	x
Grape Vine Downy Mildew Primary Cycle	x	x	x	x
Grape Vine Downy Mildew Secondary Cycle	x	x	x	x
Grape Vine Berry Moth		x
Grey Mould Risk		x	x	x
Leaf growth and Rain Accumulation	x	x	x	x
Phomopsis Infection	x	x	x	x

WALNUT/ALMONDS/PISTACHIOS
Gnomonia leptostyla		x		x
X. arboricola j. Blossom Infection		x	x	x
X. arboricola j. Fruit and Leaf Infection	x	x	x	x
X. arboricola j. Propagation Index		x	x	x
Panicle and Shoot Blight	x	x	x	x
Rust Infection	x	x	x	x
Shot hole	x	x	x	x
Monilia laxa	x	x	x	x
Alternaria sp		x	x	x

WHEAT and Barley
Aphid Risk		x	x	x
Fusarium Head Blight Risk		x	x	x
Fusarium Head Blight	x	x	x	x
Perikularum Grisea		x	x	x
Septoria Nodorum	x	x	x	x
Anthracnose (Rhizoctonia)		x		x						x
Septoria Tritici Risk	x	x	x	x
Puccinia striiformis, graminis, tritici		x		x						x
Powdery Mildew Blumeria graminis		x		x						x
Drechslera teres	x	x	x	x
Barley stripe D. graminea	x	x	x	x		x
Ramularia		x	x	x						x
Leaf blotch Rynchosporium		x	x	x

ZUCCHINI
Melon - Powdery Mildew Risk		x	x	x						x
Alternaria TomCast		x	x	x
NoBlight Phytophtora Infestans	x	x	x	x
Grey Mould Risk		x	x	x