Repository of all forecasts submitted to the Ecological Forecasting Initiative

Partitioned parquet database of forecasts submitted to the Ecological Forecasting Initiative. See dashboard at https://projects.ecoforecast.org/neon4cast-dashboard/

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Visibility: Public
Owner: Ecological Forecasting Initiative
Created: 20 Aug 2023
Last Updated: 15 Aug 2025

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Source Cooperative is a Radiant Earth project

Repository of all forecasts submitted to the Ecological Forecasting Initiative | Source Cooperative

1library(arrow)
2base = "s3://anonymous@us-west-2.opendata.source.coop"
3repo = "eco4cast/neon4cast-forecasts"
4theme = "aquatics"
5uri = glue::glue("{base}/{repo}/parquet/{theme}?region=us-west-2")
6
7open_dataset(uri)
8

1library(arrow)
2base = "s3://anonymous@us-west-2.opendata.source.coop"
3repo = "eco4cast/neon4cast-forecasts"
4theme = "aquatics"
5uri = glue::glue("{base}/{repo}/parquet/{theme}?region=us-west-2")
6
7open_dataset(uri)
8

1import pyarrow.dataset as ds
2
3base = "s3://anonymous@us-west-2.opendata.source.coop"
4repo = "eco4cast/neon4cast-forecasts"
5theme = "aquatics"
6uri = f"{base}/{repo}/parquet/{theme}?region=us-west-2"
7
8ds.dataset(uri, format="parquet")

1import pyarrow.dataset as ds
2
3base = "s3://anonymous@us-west-2.opendata.source.coop"
4repo = "eco4cast/neon4cast-forecasts"
5theme = "aquatics"
6uri = f"{base}/{repo}/parquet/{theme}?region=us-west-2"
7
8ds.dataset(uri, format="parquet")

1# remotes::install_github("cboettig/duckdbfs")
2library(duckdbfs)
3
4base = "s3://anonymous@us-west-2.opendata.source.coop"
5repo = "eco4cast/neon4cast-forecasts"
6theme = "aquatics"
7uri = glue::glue("{base}/{repo}/parquet/{theme}?region=us-west-2")
8
9df = open_dataset(uri)

1# remotes::install_github("cboettig/duckdbfs")
2library(duckdbfs)
3
4base = "s3://anonymous@us-west-2.opendata.source.coop"
5repo = "eco4cast/neon4cast-forecasts"
6theme = "aquatics"
7uri = glue::glue("{base}/{repo}/parquet/{theme}?region=us-west-2")
8
9df = open_dataset(uri)

1import ibis
2con = ibis.duckdb.connect() 
3
4base = "s3://us-west-2.opendata.source.coop"
5repo = "eco4cast/neon4cast-forecasts"
6theme = "aquatics"
7uri = f"{base}/{repo}/parquet/{theme}/**"
8
9con.raw_sql(f"""
10INSTALL httpfs;
11LOAD httpfs;
12SET s3_region='us-west-2';
13""")
14
15db = con.read_parquet(uri)

1import ibis
2con = ibis.duckdb.connect() 
3
4base = "s3://us-west-2.opendata.source.coop"
5repo = "eco4cast/neon4cast-forecasts"
6theme = "aquatics"
7uri = f"{base}/{repo}/parquet/{theme}/**"
8
9con.raw_sql(f"""
10INSTALL httpfs;
11LOAD httpfs;
12SET s3_region='us-west-2';
13""")
14
15db = con.read_parquet(uri)

Repository of all forecasts submitted to the Ecological Forecasting Initiative

Repository of all forecasts submitted to the Ecological Forecasting Initiative

Forecasts submitted to the Ecological Forecasting Initiative's NEON Challenge

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