Nathan Collier nocollier

nocollier / concept.py

Last active January 26, 2024 20:08

A proof of concept REST API for ESGF based on FastAPI

	"""A REST API for Globus-based searches that mimics esg-search.

	This API is so that community tools that are based on the esg-search RESTful API need
	not change to be compatible with the new Globus indices. If you are designing a new
	project, you should look to use the globus-sdk directly and this is only a small wrapper
	around the `post_search` functionality.

	The standalone script does not need installed. You will need FastAPI on which it is
	based and the Globus sdk.

nocollier / ilambify_time.py

Last active May 2, 2024 23:40

Clean up the time encoding of a dataset to use the ilamb default

	from pathlib import Path
	from typing import Union

	import numpy as np
	import xarray as xr
	from cftime import DatetimeNoLeap

	COMPRESS_FILES = True

nocollier / land_area_variance.py

Created September 24, 2025 20:03

An analysis on the variance of land area in CMIP6 models

	"""
	What kind of land area spread is there among CMIP6 models?

	This analysis will remove some models:
	- For no 'areacella': EC-Earth3-LR, FGOALS-f3-L, NESM3
	- For anomalously low values: EC-Earth3, EC-Earth3-Veg, EC-Earth3P, EC-Earth3P-HR

	land_area relative_error [%]
	count 74
	mean 1.489046e+14 -0.064018