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R package to access various spatiotemporal Earth science data collections in R using the [OPeNDAP framework](https://www.opendap.org/about/). Currently implemented data collections are [MODIS](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/modis-overview/), [VIIRS](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/s-npp-nasa-viirs-overview/), [GPM](https://pmm.nasa.gov/GPM) and [SMAP](https://smap.jpl.nasa.gov/)).
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Opendap (*Open-source Project for a Network Data Access Protocol*) is a data access protocol that enables to subset the data - spatially, temporally, etc. - directly at the downloading phase. Filters are provided directly within a http url. For example the following URL :
provides the MOD11A1.006 (MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 1km SIN Grid V006) data in netCDF, subsetted for bands LST_Day_1km, LST_Night_1km, QC_Day, QC_Night, for each day between the 2017-01-01 and the 2017-01-30, and within the following bounding box (lon/lat): -5.41 8.84, -5.82 9.54.
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This package enables to build OPeNDAP (https) URLs given input parameters such as a data collection, region and time range of interst . These URLs can then be used to either download the data to your workspace or computer, or access the datacube directly as an R object (of class `ndcf4`, `raster`, `stars`, etc.)
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## Table of contents
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## Overview
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**`modisfast`** is an R package designed for **easy** and **fast** downloads of [**MODIS**](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/modis-overview/) Land products, [**VIIRS**](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/s-npp-nasa-viirs-overview/) Land products, and [**GPM**](https://gpm.nasa.gov/data) (Global Precipitation Measurement Mission) Earth Observation data.
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**`modisfast`** is an R package designed for **easy** and **fast** downloads of [**MODIS**](https://www.earthdata.nasa.gov/data/instruments/modis) Land products, [**VIIRS**](https://www.earthdata.nasa.gov/data/instruments/viirs) Land products, and [**GPM**](https://gpm.nasa.gov/data) (Global Precipitation Measurement Mission) Earth Observation data.
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`modisfast` uses the abilities offered by the [OPeNDAP](https://www.opendap.org/about/) framework (*Open-source Project for a Network Data Access Protocol*) to download a subset of Earth Observation data cube, along spatial, temporal or any other data dimension (depth, ...). This way, it reduces downloading time and disk usage to their minimum : no more 1° x 1° MODIS tiles with 10 bands when your region of interest is only 30 km x 30 km wide and you need 2 bands ! Moreover, `modisfast` enables parallel downloads of data.
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Currently `modisfast` supports download of `r nrow(mf_list_collections())` data collections, extracted from the following meta-collections :
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*[MODIS land products](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/modis-overview/) made available by the [NASA / USGS LP DAAC](https://lpdaac.usgs.gov/) ( :arrow_right:[source OPeNDAP server](https://opendap.cr.usgs.gov/opendap/hyrax/)) ;
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*[VIIRS land products](https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/s-npp-nasa-viirs-overview/) made available by the [NASA / USGS LP DAAC](https://lpdaac.usgs.gov/) ( :arrow_right:[source OPeNDAP server](https://opendap.cr.usgs.gov/opendap/hyrax/))
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*[MODIS land products](https://www.earthdata.nasa.gov/data/instruments/modis) made available by the [NASA / USGS LP DAAC](https://www.earthdata.nasa.gov/centers/lp-daac) ( :arrow_right:[source OPeNDAP server](https://opendap.cr.usgs.gov/opendap/hyrax/)) ;
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*[VIIRS land products](https://www.earthdata.nasa.gov/data/instruments/viirs) made available by the [NASA / USGS LP DAAC](https://www.earthdata.nasa.gov/centers/lp-daac) ( :arrow_right:[source OPeNDAP server](https://opendap.cr.usgs.gov/opendap/hyrax/))
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*[Global Precipitation Measurement](https://gpm.nasa.gov/missions/GPM) (GPM) made available by the [NASA / JAXA GES DISC](https://disc.gsfc.nasa.gov/) ( :arrow_right:[source OPeNDAP server](https://gpm1.gesdisc.eosdis.nasa.gov/opendap/hyrax/GPM_L3/)).
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Details of each product available for download are provided in the tables below or through the function `mf_list_collections()`.
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