springtime

library0.2.2pypypi✓ verified 80d ago

Springtime is a Python library for spatiotemporal phenology research with interpretable models. Current version 0.2.2 (released 2025-06-30), supports Python >=3.10. It provides data loaders for phenological datasets (Daymet, Appeears) and standardized data classes. Release cadence: irregular, with major updates ~6 months.

data ai-ml

pip install springtime

github ↗package ↗docs ↗

INSTALL

IMPORT

SIG · SPRINGTIME

springtime

datapythonv0.2.2

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

PhenologyDataLoader

✓ import springtime

✗ from springtime import PhenologyDataLoader

Basic usage: load phenology data from Daymet point data.

from springtime import PhenologyDataLoader from springtime.loaders import DaymetPointLoader # Load Daymet point data (requires API key; set env var DAYMET_KEY) loader = DaymetPointLoader(latitude=44.5, longitude=-89.5, years=[2020, 2021]) data = loader.load() print(data.head())

Debug

Known issues

breakingDirect R calls via Rpy2 have been removed in v0.2.0. Existing workflows relying on Rpy2 will break.

fix

Use command-line R scripts instead of direct Rpy2. See user guide for migration.

affects: >=0.2.0

deprecatedThe old class DataLoader (without Phenology prefix) is deprecated in v0.2.0 and will be removed in a future release.

fix

Use PhenologyDataLoader instead.

affects: 0.2.x

gotchaData for Daymet point downloader requires setting the environment variable DAYMET_KEY. If not set, load() fails with a non-obvious error.

fix

Set DAYMET_KEY in environment before calling loader.load().

affects: all

Upgrade

Version history

0.2.2latest on PyPI · released May 31, 2024

Audit

Dependencies

numpyrequiredcore dependency for numerical operations

pandasrequiredfor data handling and DataFrame I/O

Agent activity

10 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/phenology/springtime ↗

packagehttps://pypi.org/project/springtime/ ↗

docshttps://springtime.readthedocs.io/en/latest/ ↗