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

Related tags

Geolocationcaribbean-bathymetry
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

farisalasmary 65 Sep 21, 2022
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

Harald Scheidl 736 Jan 3, 2023
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.

null 1 Nov 22, 2021
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

Scott Prahl 21 Jan 6, 2023
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

Yi Wei 75 Dec 22, 2022
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

null 5 Jun 19, 2021
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

Mike Fährmann 6.4k Jan 6, 2023
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/

Anthony Zhang 6.7k Jan 8, 2023
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.

JR Oakes 36 Jan 3, 2023
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

Steven Black 22.1k Jan 2, 2023
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.
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.

CDIoU-CDIoUloss CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent p

Alan D Chen 24 Jul 19, 2022
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

Brycen Westgarth 110 Jan 7, 2023
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

WeiYang 798 Jan 1, 2023
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

null 30 Sep 19, 2022
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.

EntySec 118 Dec 24, 2022
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.

null 45 Dec 8, 2022
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

maxwellzh 8 Sep 7, 2022
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

GDSC RCCIIT 46 Dec 25, 2022
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

Jusbrasil 14 Jun 3, 2022
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
GitHub Repository
A set of utility functions for working with GeoJSON annotations in Kaibu

kaibu-utils A set of utility functions for working with Kaibu. Create a new repository Create a new repository and select imjoy-team/imjoy-python-temp

ImJoy Team 0 Dec 12, 2021
Geodata extensions for Django REST Framework

Django-Spillway Django and Django REST Framework integration of raster and feature based geodata. Spillway builds on the immensely marvelous Django RE

Brian Galey 62 Jan 04, 2023
gpdvega is a bridge between GeoPandas and Altair that allows to seamlessly chart geospatial data

gpdvega gpdvega is a bridge between GeoPandas a geospatial extension of Pandas and the declarative statistical visualization library Altair, which all

Ilia Timofeev 49 Jul 25, 2022
prettymaps - A minimal Python library to draw customized maps from OpenStreetMap data.

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Marcelo de Oliveira Rosa Prates 9k Jan 08, 2023
:earth_asia: Python Geocoder

Python Geocoder Simple and consistent geocoding library written in Python. Table of content Overview A glimpse at the API Forward Multiple results Rev

Denis 1.5k Jan 02, 2023
WebGL2 powered geospatial visualization layers

deck.gl | Website WebGL2-powered, highly performant large-scale data visualization deck.gl is designed to simplify high-performance, WebGL-based visua

Vis.gl 10.5k Jan 08, 2023
Spectral decomposition for characterizing long-range interaction profiles in Hi-C maps

Inspectral Spectral decomposition for characterizing long-range interaction prof

Nezar Abdennur 6 Dec 13, 2022
Asynchronous Client for the worlds fastest in-memory geo-database Tile38

This is an asynchonous Python client for Tile38 that allows for fast and easy interaction with the worlds fastest in-memory geodatabase Tile38.

Ben 53 Dec 29, 2022
A Django application that provides country choices for use with forms, flag icons static files, and a country field for models.

Django Countries A Django application that provides country choices for use with forms, flag icons static files, and a country field for models. Insta

Chris Beaven 1.2k Jan 03, 2023
leafmap - A Python package for geospatial analysis and interactive mapping in a Jupyter environment.

A Python package for geospatial analysis and interactive mapping with minimal coding in a Jupyter environment

Qiusheng Wu 1.4k Jan 02, 2023
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

A ready-to-use curated list of Spectral Indices for Remote Sensing applications. GitHub: https://github.com/davemlz/awesome-ee-spectral-indices Docume

David Montero Loaiza 488 Jan 03, 2023
Minimum Bounding Box of Geospatial data

BBOX Problem definition: The spatial data users often are required to obtain the coordinates of the minimum bounding box of vector and raster data in

Ali Khosravi Kazazi 1 Sep 08, 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
Helping data scientists better understand their datasets and models in text classification. With love from ServiceNow.

Azimuth, an open-source dataset and error analysis tool for text classification, with love from ServiceNow. Overview Azimuth is an open source applica

ServiceNow 145 Dec 23, 2022
A proof-of-concept jupyter extension which converts english queries into relevant python code

Text2Code for Jupyter notebook A proof-of-concept jupyter extension which converts english queries into relevant python code. Blog post with more deta

DeepKlarity 2.1k Dec 29, 2022
h3-js provides a JavaScript version of H3, a hexagon-based geospatial indexing system.

h3-js The h3-js library provides a pure-JavaScript version of the H3 Core Library, a hexagon-based geographic grid system. It can be used either in No

Uber Open Source 648 Jan 07, 2023
List of Land Cover datasets in the GEE Catalog

List of Land Cover datasets in the GEE Catalog A list of all the Land Cover (or discrete) datasets in Google Earth Engine. Values, Colors and Descript

David Montero Loaiza 5 Aug 24, 2022
Python package for earth-observing satellite data processing

Satpy The Satpy package is a python library for reading and manipulating meteorological remote sensing data and writing it to various image and data f

PyTroll 882 Dec 27, 2022
A trivia questions about Europe

EUROPE TRIVIA QUIZ IN PYTHON Project Outline Ask user if he / she knows more about Europe. If yes show the Trivia main screen, else show the end Trivi

David Danso 1 Nov 17, 2021
Introduction to Geospatial Analysis in Python

Introduction to Geospatial Analysis in Python This repository is in support of a talk on geospatial data. Data To recreate all of the examples, the da

Dillon Gardner 6 Oct 19, 2022