1. IPM DSS

1.1. import modules

[1]:

#from openalea.dss.ipm_DSS import DSSHub,DSSdata
from openalea.dss.ipm_DSS import Hub
import pandas

1.2. Access to DSS catalog

[2]:

hub = Hub()
hub.list_dss(ViewDataFrame=True)

[2]:

	Modelid	DSSid	name	description	endpoint
0	no.nibio.vips	PSILARTEMP	Carrot rust fly temperature model	{'other': 'The warning system model «Carrot ru...	https://coremanager.vips.nibio.no/models/PSILA...
1	no.nibio.vips	DELIARADIC	Cabbage fly flight period temperature model	{'other': 'The model determines the flight per...	https://coremanager.vips.nibio.no/models/DELIA...
2	no.nibio.vips	MAMESTRABR	Cabbage moth model	{'other': 'The model for the warning system fo...	https://coremanager.vips.nibio.no/models/MAMES...
3	no.nibio.vips	PSILAROBSE	Carrot rust fly observation model	{'other': 'The warning system model is based o...	https://coremanager.vips.nibio.no/models/PSILA...
4	no.nibio.vips	DELIARFOBS	Cabbage root fly and turnip fly observation model	{'other': 'The warning system model is based o...	https://coremanager.vips.nibio.no/models/DELIA...
5	no.nibio.vips	NAERSTADMO	Nærstad model	{'other': 'The model is based on several years...	https://coremanager.vips.nibio.no/models/NAERS...
6	no.nibio.vips	ALTERNARIA	Alternaria TOMCAST	{'other': 'TOMCAST is based on a model that wa...	https://coremanager.vips.nibio.no/models/ALTER...
7	no.nibio.vips	NEGPROGMOD	Negative prognosis	{'other': 'From a specific date (50% germinati...	https://coremanager.vips.nibio.no/models/NEGPR...
8	no.nibio.vips	SEPAPIICOL	Septoria apiicola model	{'other': 'This model is based on a calculatio...	https://coremanager.vips.nibio.no/models/SEPAP...
9	no.nibio.vips	BREMIALACT	Bremia lactucae (Downy mildew of lettuce) model	{'other': 'TODO ', 'created_by': '', 'age': ''...	https://coremanager.vips.nibio.no/models/run/ipmd
10	adas.datamanipulation	CIBSEsingleday	CIBSE hourly temperature for a single day	{'other': 'This model calculates hourly temper...	http://web1.adas.co.uk/adas_datamanipulation/a...
11	adas.datamanipulation	CIBSEmultipledays	CIBSE hourly temperature for multiple days	{'other': 'This model calculates hourly temper...	http://web1.adas.co.uk/adas_datamanipulation/a...
12	adas.datamanipulation	Sin14R-1singleday	Sin14R-1 hourly temperature for a single day	{'other': 'This model calculates hourly temper...	http://web1.adas.co.uk/adas_datamanipulation/a...
13	adas.datamanipulation	Sin14R-1multipledays	Sin14R-1 hourly temperature for multiple days	{'other': 'This model calculates hourly temper...	http://web1.adas.co.uk/adas_datamanipulation/a...
14	adas.datamanipulation	Hourly_RH	Hourly Relative Humidiy	{'other': 'This model simulates hourly realtiv...	http://web1.adas.co.uk/adas_datamanipulation/a...
15	adas.datamanipulation	LeafWetnessDuration_RH	Leaf Wetness Duration_RH	{'other': 'This is a simple relative humidity ...	http://web1.adas.co.uk/adas_datamanipulation/a...
16	adas.datamanipulation	LeafWetnessDuration	Leaf Wetness Duration	{'other': ' This is a simple relative humidity...	http://web1.adas.co.uk/adas_datamanipulation/a...
17	gr.gaiasense.ipm	PLASVI	Downy mildew of grapevine	{'other': 'The warning system model «Downy mil...	https://gaiasense.neuropublic.gr/np_dws/ws/dis...
18	adas.dss	DASGPA	Cutworm Model	{'other': 'This model assesses Cutworm risk in...	https://app-rsk-adas-dss-dev-001.azurewebsites...
19	adas.dss	SITDMO	Orange Wheat Blossom Midge Model	{'other': 'This is a simple Phase Indication D...	https://app-rsk-adas-dss-dev-001.azurewebsites...
20	adas.dss	MELIAE	Pollen Beetle Model	{'other': 'This model is based on the work of ...	https://app-rsk-adas-dss-dev-001.azurewebsites...
21	adas.dss	HAPDMA	Saddle Gall Midge Model	{'other': 'A simple DSS which predicts the dat...	https://app-rsk-adas-dss-dev-001.azurewebsites...
22	adas.dss	CARPPO	Codling Moth Model	{'other': 'This is a simple risk based DSS for...	https://app-rsk-adas-dss-dev-001.azurewebsites...
23	adas.dss	RHOPPA	TSUM Model	{'other': 'This is a simple risk DSS for predi...	https://app-rsk-adas-dss-dev-001.azurewebsites...
24	com.ipmwise	ipmwise.dk	IPMwise Denmark	{'other': 'Dansk: Tilpas ukrudtsbekæmpelsen ti...	http://www.ipmwise.dk/
25	com.ipmwise	ipmwise.no	VIPS-ugras Norway	{'other': 'VIPS-Ugras 2.0 er en ny versjon av ...	http://vipsugras.ipmwise.com
26	com.ipmwise	ipmwise.es	IPMwise Spain	{'other': 'Adapta tu manejo de malas hierbas a...	http://www.ipmwise.es
27	com.ipmwise	ipmwise.demo	IPMwise demo version	{'other': 'Adapt weed management to your needs...	http://demo.ipmwise.com/
28	dk.seges	SEPTORIAHU	Septoria Humidity Model	{'other': 'The humidity model is a decision su...	https://coremanager.vips.nibio.no/models/SEPTO...
29	dk.seges	CPO	CPO model (diseases and pest)	{'other': 'The system has been developed by Aa...	https://devtest-plantevaernonline.vfltest.dk/c...

1.3. Access to one DSS

[3]:

PSI=hub.get_dss(ModelId='no.nibio.vips', DSSId='PSILARTEMP')

[ ]:

PSI.input_DSS_weather_model_json(TimeStart="2021-01-01",
                                 TimeEnd="2021-12-31",
                                 weatherDataService='Finnish Meteorological Institute measured data',
                                 parameters=[1002],
                                 stationId=[101104])

[6]:

PSI.ipm_hub.services.url

[6]:

'https://ipmdecisions.nibio.no'

[ ]:

ds=PSI.get_data_model(modelInput=r"C:/Users/mlabadie/Documents/GitHub/dss/example/model_input_weatherdata.json")
ds

[ ]:

ds.to_dataframe().plot.line()

[ ]:

PSILAROBS= hub.get_dss(DSSId='PSILAROBSE')

[ ]:

PSILAROBS.input_DSS_fieldobservation_model_json(fieldobservation=r"C:\Users\mlabadie\Documents\GitHub\dss\src\openalea\dss\fieldobservation.json")

[ ]:

PSILAROBS.get_data_model(modelInput=r"C:\Users\mlabadie\Documents\GitHub\dss\src\openalea\dss\model_input_fieldobservation.json")

[ ]: