Plant Phenology Ontology

Observations from Plant Phenology Ontology (PPO)¶

See dataset documentation

Species: Syringa
Phenophase: PPO:0002032(flower presence)

In [1]:

from springtime.datasets.i,situ.ppo import RPPO

from springtime.datasets.i,situ.ppo import RPPO

In [2]:

# Create a data instance
dataset = RPPO(genus="Syringa", termID="obo:PPO_0002032", limit=1000, years=[1990, 2020])
dataset

# Create a data instance dataset = RPPO(genus="Syringa", termID="obo:PPO_0002032", limit=1000, years=[1990, 2020]) dataset

Out[2]:

RPPO(dataset='rppo', years=YearRange(start=1990, end=2020), genus='Syringa', termID='obo:PPO_0002032', area=None, limit=1000, timeLimit=60)

In [3]:

# Download dataset
dataset.download()

# Download dataset dataset.download()

In [4]:

# Load downloaded dataset
df = dataset.load()
df.head()

# Load downloaded dataset df = dataset.load() df.head()

Out[4]:

	dayOfYear	year	genus	specificEpithet	eventRemarks	termID	source	eventId	geometry
1	199	2017	Syringa	chinensis	End of flowering (lilac/honeysuckle)	obo:PPO_0002323,obo:PPO_0002324,obo:PPO_000200...	USA-NPN	urn:phenologicalObservingProcess/11412662	POINT (-87.71904 41.91366)
2	131	2019	Syringa	chinensis	End of flowering (lilac/honeysuckle)	obo:PPO_0002323,obo:PPO_0002324,obo:PPO_000203...	USA-NPN	urn:phenologicalObservingProcess/17008224	POINT (-87.71904 41.91366)
3	218	2017	Syringa	chinensis	End of flowering (lilac/honeysuckle)	obo:PPO_0002323,obo:PPO_0002324,obo:PPO_000233...	USA-NPN	urn:phenologicalObservingProcess/11562823	POINT (-87.72034 41.91382)
4	222	2017	Syringa	chinensis	End of flowering (lilac/honeysuckle)	obo:PPO_0002323,obo:PPO_0002324,obo:PPO_000233...	USA-NPN	urn:phenologicalObservingProcess/11599747	POINT (-87.71904 41.91366)
5	225	2017	Syringa	chinensis	End of flowering (lilac/honeysuckle)	obo:PPO_0002323,obo:PPO_0002324,obo:PPO_000233...	USA-NPN	urn:phenologicalObservingProcess/11605696	POINT (-87.71904 41.91366)

In [ ]: