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Tool number 1 - Verde: Gridding, machine learning style.

Verde offers #Geospatial data processing and interpolation (gridding) with a sprinkling of #MachineLearning.

Docs: https://www. fatiando.org/verde

GitHub: https://github.com/fatiando/verde

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Tool number 1 - Verde: Gridding, machine learning style.

Verde offers #Geospatial data processing and interpolation (gridding) with a sprinkling of #MachineLearning.

Docs: https://www. fatiando.org/verde

GitHub: https://github.com/fatiando/verde

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Project status is "stable and ready for use". Latest version is v1.7.0.

Also shows two maps of vertical ground velocity in California interpolated from GPS data with and without weights based on data uncertainty.

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Tool number 2 - Pooch: Easily download datasets.

Pooch is the easiest way to download #data files to your computer. It is used to manage sample data downloads not only by our own tools but also other popular Scientific Python libraries: scikit-image, SciPy, MetPy, xarray, @shtools, satpy, icepack, histolab, yt, napari, and more.

Docs: https://www. fatiando.org/pooch

GitHub: https://github.com/fatiando/pooch

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Tool number 2 - Pooch: Easily download datasets.

Pooch is the easiest way to download #data files to your computer. It is used to manage sample data downloads not only by our own tools but also other popular Scientific Python libraries: scikit-image, SciPy, MetPy, xarray, @shtools, satpy, icepack, histolab, yt, napari, and more.

Docs: https://www. fatiando.org/pooch

GitHub: https://github.com/fatiando/pooch

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Project status is "stable and ready for use". Latest version is v1.6.0.

Includes a code sample for downloading a dataset based on a figshare DOI. Running this code multiple times will only result in a single download because the data are cached where Pooch can find it.

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Tool number 3 - Harmonica: All things potential fields.

Harmonica is our library for processing, forward modeling, and inversion of #gravity and #magnetic data. Our goal is to incentivise good practices by carefully designing the software and offering state-of-the-art methods with efficient implementations.

Docs: https://www. fatiando.org/harmonica

GitHub: https://github.com/fatiando/harmonica

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Tool number 3 - Harmonica: All things potential fields.

Harmonica is our library for processing, forward modeling, and inversion of #gravity and #magnetic data. Our goal is to incentivise good practices by carefully designing the software and offering state-of-the-art methods with efficient implementations.

Docs: https://www. fatiando.org/harmonica

GitHub: https://github.com/fatiando/harmonica

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Project status is "Functional but still evolving". Latest version is v0.5.1.

Includes a map of residual gravity disturbances of the Bushveld Complex, South Africa, gridded to a uniform height with equivalent sources. The map shows distintive positive anomalies over the Eastern, Western, and Northern lobes of the complex.

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Tool number 4 - Boule: Ellipsoids and normal gravity.

Boule defines reference ellipsoids for calculating normal #gravity of the Earth and other #planetary bodies (Moon, Mars, Venus, Mercury).

Docs: https://www. fatiando.org/boule

GitHub: https://github.com/fatiando/boule

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Tool number 4 - Boule: Ellipsoids and normal gravity.

Boule defines reference ellipsoids for calculating normal #gravity of the Earth and other #planetary bodies (Moon, Mars, Venus, Mercury).

Docs: https://www. fatiando.org/boule

GitHub: https://github.com/fatiando/boule

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Project status is "Functional but still evolving". Latest version is v0.4.1.

Includes a global map of normal gravity of the WGS84 ellipsoid calculated at the Earth's surface using an analytical expression (no free-air correction required). The large-scale trend of stronger gravity at the poles and weaker at the equator can be seen, as well as the weaker gravity on top of large mountain ranges.

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Tool number 5 - Ensaio: Practice datasets to probe your code.

Ensaio makes it easy to download our #OpenAccess sample datasets. It taps into the Fatiando a Terra FAIR data collection (https://github.com/fatiando-data) which is designed for use in tutorials, documentation, and #teaching.

Docs: https://www. fatiando.org/ensaio

GitHub: https://github.com/fatiando/ensaio

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Tool number 5 - Ensaio: Practice datasets to probe your code.

Ensaio makes it easy to download our #OpenAccess sample datasets. It taps into the Fatiando a Terra FAIR data collection (https://github.com/fatiando-data) which is designed for use in tutorials, documentation, and #teaching.

Docs: https://www. fatiando.org/ensaio

GitHub: https://github.com/fatiando/ensaio

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Project status is "Functional but still evolving". Latest version is v0.4.0.

Includes a montage of a sub sample of the datasets available in Ensaio. From the top-left: gravity, geoid height, bathymetry, GPS velocity, global relief, and magnetic anomaly.

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Interested? Come say "👋 Hi!" at https://www. fatiando.org/contact and get to know our awesome community!

We're always looking for new contributors to join us, whether it's writing code, docs, and examples or providing feedback.

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Interested? Come say "👋 Hi!" at https://www. fatiando.org/contact and get to know our awesome community!

We're always looking for new contributors to join us, whether it's writing code, docs, and examples or providing feedback.

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Screenshot of a video call with community members smiling at one of our weekly Fatiando calls.