A compilation of several single-beam bathymetry surveys of the Caribbean

Overview

Caribbean - Single-beam bathymetry

This dataset is a compilation of several single-beam bathymetry surveys of the Caribbean ocean displaying a wide range of tectonic activity, uneven distribution, and even clear systematic errors in some of the survey lines.

The original data file was compressed with LZMA to save space and make it possible to upload it to this GitHub repository (see raw/) since there is not direct download link we could use.

Bathymetric depth trackline data.

Summary
File caribbean-bathymetry.csv.xz
Size 7.8 Mb
Version v1
DOI https://doi.org/10.5281/zenodo.5882211
License CC-BY
MD5 md5:a7332aa6e69c77d49d7fb54b764caa82
SHA256 sha256:9adaa2ead1cd354206235105489b511c4c46833b2e137a3eadc917243d16f09e
Source NOAA NCEI
Original license public domain
Processing code prepare.ipynb

Changes made

These are the changes made to the original dataset.

  • Convert from MGD77 to a simpler compressed CSV format.
  • Retain only the survey ID, coordinates, and depth.
  • Cut the data to a slightly smaller region.

About this repository

This is a place to format and prepare the original dataset for use in our tutorials and documentation.

We include the source code that prepares the datasets for redistribution by filtering, standardizing, converting coordinates, compressing, etc. The goal is to make loading the data as easy as possible (e.g., a single call to pandas.read_csv or xarray.load_dataset). Whenever possible, the code also downloads the original data (otherwise the original data are included in this repository).

💡 Tip: The easiest way to download this dataset is using Pooch, particularly to download straight from the DOI of a release.

Contributing

See our Contributing Guidelines for information on proposing new datasets and making changes to this repository.

License

All Python source code is made available under the BSD 3-clause license. You can freely use and modify the code, without warranty, so long as you provide attribution to the authors.

Unless otherwise specified, all data files and figures created by the code are available under the Creative Commons Attribution 4.0 License (CC-BY).

See LICENSE.txt for the full text of each license.

The license for the original data is specified in this README.md file.

You might also like...
Incorporating KenLM language model with HuggingFace implementation of Wav2Vec2CTC Model using beam search decoding

Wav2Vec2CTC With KenLM Using KenLM ARPA language model with beam search to decode audio files and show the most probable transcription. Assuming you'v

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

CTC Decoding Algorithms Update 2021: installable Python package Python implementation of some common Connectionist Temporal Classification (CTC) decod

Building house price data pipelines with Apache Beam and Spark on GCP
Building house price data pipelines with Apache Beam and Spark on GCP

This project contains the process from building a web crawler to extract the raw data of house price to create ETL pipelines using Google Could Platform services.

Extract the ISO 11146 beam size from an image file
Extract the ISO 11146 beam size from an image file

laserbeamsize Simple and fast calculation of beam sizes from a single monochrome image based on the ISO 11146 method of variances. Some effort has bee

LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection
LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection

LiDAR Distillation Paper | Model LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection Yi Wei, Zibu Wei, Yongming Rao, Jiax

Craxk is a SINGLE AND NON-REPLICABLE Hash that uses data from the hardware where it is executed to form a hash that can only be reproduced by a single machine.
Craxk is a SINGLE AND NON-REPLICABLE Hash that uses data from the hardware where it is executed to form a hash that can only be reproduced by a single machine.

What is Craxk ? Craxk is a UNIQUE AND NON-REPLICABLE Hash that uses data from the hardware where it is executed to form a hash that can only be reprod

Command-line program to download image galleries and collections from several image hosting sites

gallery-dl gallery-dl is a command-line program to download image galleries and collections from several image hosting sites (see Supported Sites). It

Speech recognition module for Python, supporting several engines and APIs, online and offline.

SpeechRecognition Library for performing speech recognition, with support for several engines and APIs, online and offline. Speech recognition engine/

ForecastGA is a Python tool to forecast Google Analytics data using several popular time series models.
ForecastGA is a Python tool to forecast Google Analytics data using several popular time series models.

ForecastGA is a tool that combines a couple of popular libraries, Atspy and googleanalytics, with a few enhancements.

Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.
Consolidating and extending hosts files from several well-curated sources. You can optionally pick extensions to block pornography, social media, and other categories.

Take Note! With the exception of issues and PRs regarding changes to hosts/data/StevenBlack/hosts, all other issues regarding the content of the produ

CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent performances in several models such as Faster R-CNN, YOLOv4, RetinaNet and . There is a maximum AP improvement of 1.9% and an average AP of 0.8% improvement on MS COCO dataset, compared to traditional evaluation-feedback modules. Here we just use as an example to illustrate the code. This code extends the neural style transfer image processing technique to video by generating smooth transitions between several reference style images
This code extends the neural style transfer image processing technique to video by generating smooth transitions between several reference style images

Neural Style Transfer Transition Video Processing By Brycen Westgarth and Tristan Jogminas Description This code extends the neural style transfer ima

Several simple examples for popular neural network toolkits calling custom CUDA operators.
Several simple examples for popular neural network toolkits calling custom CUDA operators.

Neural Network CUDA Example Several simple examples for neural network toolkits (PyTorch, TensorFlow, etc.) calling custom CUDA operators. We provide

Prometheus exporter for several chia node statistics
Prometheus exporter for several chia node statistics

prometheus-chia-exporter Prometheus exporter for several chia node statistics It's assumed that the full node, the harvester and the wallet run on the

CamRaptor is a tool that exploits several vulnerabilities in popular DVR cameras to obtain device credentials.

CamRaptor is a tool that exploits several vulnerabilities in popular DVR cameras to obtain device credentials.

An integration of several popular automatic augmentation methods, including OHL (Online Hyper-Parameter Learning for Auto-Augmentation Strategy) and AWS (Improving Auto Augment via Augmentation Wise Weight Sharing) by Sensetime Research.

An integration of several popular automatic augmentation methods, including OHL (Online Hyper-Parameter Learning for Auto-Augmentation Strategy) and AWS (Improving Auto Augment via Augmentation Wise Weight Sharing) by Sensetime Research.

A mini lib that implements several useful functions binding to PyTorch in C++.

Torch-gather A mini library that implements several useful functions binding to PyTorch in C++. What does gather do? Why do we need it? When dealing w

A repository containing several general purpose Python scripts to automate daily and common tasks.

General Purpose Scripts Introduction This repository holds a curated list of Python scripts which aim to help us automate daily and common tasks. You

A tutorial presents several practical examples of how to build DAGs in Apache Airflow
A tutorial presents several practical examples of how to build DAGs in Apache Airflow

Apache Airflow - Python Brasil 2021 Este tutorial apresenta vários exemplos práticos de como construir DAGs no Apache Airflow. Background Apache Airfl

Comments
  • Add track information to the bathymetry data

    Add track information to the bathymetry data

    This info usually comes into play during processing but we're not capturing it right now. Check if the original data has it and include it in the derived product.

    Any help doing this would be more than welcome!

    enhancement good first issue 
    opened by leouieda 0
Releases(v1)
  • v1(Jan 20, 2022)

    Date: 2022/01/20

    DOI: https://doi.org/10.5281/zenodo.5882211

    Note: This is a processed and formatted version of the source dataset below. It's mean for use in documentation and tutorials of the Fatiando a Terra project. Please cite the original authors when using this dataset.

    Data source: NOAA NCEI

    Changes:

    • 🎉 First release of the curated version of the Caribbean bathymetry data.

    | | Checksums | |--:|:--| | MD5 | md5:a7332aa6e69c77d49d7fb54b764caa82 | | SHA256 | sha256:9adaa2ead1cd354206235105489b511c4c46833b2e137a3eadc917243d16f09e |

    Source code(tar.gz)
    Source code(zip)
    caribbean-bathymetry.csv.xz(7.44 MB)
Owner
Fatiando a Terra Datasets
FAIR sample datasets for use in the Fatiando a Terra project
Fatiando a Terra Datasets
python toolbox for visualizing geographical data and making maps

geoplotlib is a python toolbox for visualizing geographical data and making maps data = read_csv('data/bus.csv') geoplotlib.dot(data) geoplotlib.show(

Andrea Cuttone 976 Dec 11, 2022
peartree: A library for converting transit data into a directed graph for sketch network analysis.

peartree 🍐 🌳 peartree is a library for converting GTFS feed schedules into a representative directed network graph. The tool uses Partridge to conve

Kuan Butts 183 Dec 29, 2022
A public data repository for datasets created from TransLink GTFS data.

TransLink Spatial Data What: TransLink is the statutory public transit authority for the Metro Vancouver region. This GitHub repository is a collectio

Henry Tang 3 Jan 14, 2022
Implemented a Google Maps prototype that provides the shortest route in terms of distance

Implemented a Google Maps prototype that provides the shortest route in terms of distance, the fastest route, the route with the fewest turns, and a scenic route that avoids roads when provided a sou

1 Dec 26, 2021
Spatial Interpolation Toolbox is a Python-based GUI that is able to interpolate spatial data in vector format.

Spatial Interpolation Toolbox This is the home to Spatial Interpolation Toolbox, a graphical user interface (GUI) for interpolating geographic vector

Michael Ward 2 Nov 01, 2021
GeoIP Legacy Python API

MaxMind GeoIP Legacy Python Extension API Requirements Python 2.5+ or 3.3+ GeoIP Legacy C Library 1.4.7 or greater Installation With pip: $ pip instal

MaxMind 230 Nov 10, 2022
A NASA MEaSUREs project to provide automated, low latency, global glacier flow and elevation change datasets

Notebooks A NASA MEaSUREs project to provide automated, low latency, global glacier flow and elevation change datasets This repository provides tools

NASA Jet Propulsion Laboratory 27 Oct 25, 2022
🌐 Local tile server for viewing geospatial raster files with ipyleaflet or folium

🌐 Local Tile Server for Geospatial Rasters Need to visualize a rather large (gigabytes) raster you have locally? This is for you. A Flask application

Bane Sullivan 192 Jan 04, 2023
Read images to numpy arrays

mahotas-imread: Read Image Files IO with images and numpy arrays. Mahotas-imread is a simple module with a small number of functions: imread Reads an

Luis Pedro Coelho 67 Jan 07, 2023
LEOGPS - Satellite Navigation with GPS on Python!

LEOGPS is an open-source Python software which performs relative satellite navigation between two formation flying satellites, with the objective of high accuracy relative positioning. Specifically,

Samuel Low 50 Dec 13, 2022
Geographic add-ons for Django REST Framework. Maintained by the OpenWISP Project.

django-rest-framework-gis Geographic add-ons for Django Rest Framework - Mailing List. Install last stable version from pypi pip install djangorestfra

OpenWISP 981 Jan 03, 2023
Zora is a python program that searches for GeoLocation info for given CIDR networks , with options to search with API or without API

Zora Zora is a python program that searches for GeoLocation info for given CIDR networks , with options to search with API or without API Installing a

z3r0day 1 Oct 26, 2021
A ninja python package that unifies the Google Earth Engine ecosystem.

A Python package that unifies the Google Earth Engine ecosystem. EarthEngine.jl | rgee | rgee+ | eemont GitHub: https://github.com/r-earthengine/ee_ex

47 Dec 27, 2022
Tool to suck data from ArcGIS Server and spit it into PostgreSQL

chupaESRI About ChupaESRI is a Python module/command line tool to extract features from ArcGIS Server map services. Name? Think "chupacabra" or "Chupa

John Reiser 34 Dec 04, 2022
Python library to decrypt Airtag reports, as well as a InfluxDB/Grafana self-hosted dashboard example

Openhaystack-python This python daemon will allow you to gather your Openhaystack-based airtag reports and display them on a Grafana dashboard. You ca

Bezmenov Denys 19 Jan 03, 2023
Python module and script to interact with the Tractive GPS tracker.

pyTractive GPS Python module and script to interact with the Tractive GPS tracker. Requirements Python 3 geopy folium pandas pillow usage: main.py [-h

Dr. Usman Kayani 3 Nov 16, 2022
Imperial Valley Geomorphology Map

Roughly maps the extent of basins, basin edges, and mountains in the Imperial Valley by grouping terrain classes from the Iwahashi et al. 2021 California terrian classification model.

0 Dec 13, 2022
Tile Map Service and OGC Tiles API for QGIS Server

Tiles API Add tiles API to QGIS Server Tiles Map Service API OGC Tiles API Tile Map Service API - TMS The TMS API provides these URLs: /tms/? to get i

3Liz 6 Dec 01, 2021
Pandas Network Analysis: fast accessibility metrics and shortest paths, using contraction hierarchies :world_map:

Pandana Pandana is a Python library for network analysis that uses contraction hierarchies to calculate super-fast travel accessibility metrics and sh

Urban Data Science Toolkit 321 Jan 05, 2023
Ingest and query genomic intervals from multiple BED files

Ingest and query genomic intervals from multiple BED files.

4 May 29, 2021