Pan European Phenology

Observations from Pan European Phenological database (PEP725)¶

Species: Syringa vulgaris
First bloom (fb): bbch=60 (Beginning of flowering: first flowers open - sporadically)

In [1]:

from springtime.datasets.insitu.pep725 import PEP725Phenor

from springtime.datasets.insitu.pep725 import PEP725Phenor

Data from all the locations¶

In [2]:

# Create a data instance
dataset = PEP725Phenor(species='Syringa vulgaris', bbch=60, years=[1960, 2000])
dataset

# Create a data instance dataset = PEP725Phenor(species='Syringa vulgaris', bbch=60, years=[1960, 2000]) dataset

Out[2]:

PEP725Phenor(dataset='PEP725Phenor', years=YearRange(start=1960, end=2000), species='Syringa vulgaris', area=None, bbch=60, credential_file='~/.config/pep725_credentials.txt')

In [3]:

# Download dataset: it needs credential information in credential_file='~/.config/pep725_credentials.txt'
dataset.download()

# Download dataset: it needs credential information in credential_file='~/.config/pep725_credentials.txt' dataset.download()

File already exists: /tmp/data/PEP725/Syringa vulgaris

In [4]:

# Load downloded dataset as a dataframe
df = dataset.load()
df.head()

# Load downloded dataset as a dataframe df = dataset.load() df.head()

Out[4]:

	pep_id	bbch	year	day	country	species	national_id	alt	name	geometry
1	6446	60	1991	130	AT	Syringa vulgaris	5120	225	ASTEN	POINT (14.41670 48.21670)
2	6446	60	1984	137	AT	Syringa vulgaris	5120	225	ASTEN	POINT (14.41670 48.21670)
3	6446	60	1969	124	AT	Syringa vulgaris	5120	225	ASTEN	POINT (14.41670 48.21670)
4	6446	60	1989	107	AT	Syringa vulgaris	5120	225	ASTEN	POINT (14.41670 48.21670)
5	6446	60	1990	112	AT	Syringa vulgaris	5120	225	ASTEN	POINT (14.41670 48.21670)

In [ ]: