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khammami
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forcis

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English
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Tags:
climate
oceanography
marine-biology
micropaleontology
foraminifera
plankton
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metadata
language:
  - en
tags:
  - climate
  - oceanography
  - marine-biology
  - micropaleontology
  - foraminifera
  - plankton
  - biodiversity
license: gpl-2.0
source_datasets:
  - https://zenodo.org/records/12724286
pretty_name: FORCIS / Processed Data
configs:
  - config_name: cpr_north
    data_files: data/v10/forcis-cpr-north-11072024.csv
    default: true
  - config_name: cpr_south
    data_files: data/v10/forcis-cpr-south-11072024.csv
  - config_name: net
    data_files: data/v10/forcis-net-11072024.csv
  - config_name: pump
    data_files: data/v10/forcis-pump-11072024.csv
  - config_name: trap
    data_files: data/v10/forcis-trap-11072024.csv

Dataset Card for Processed FORCIS Data

Dataset Name: Processed FORCIS Data

Source: FRBCesab/forcis (originally from Zenodo: https://zenodo.org/records/12724286)

Description:

This dataset is a processed version of the FORCIS data, obtained from Zenodo. The original data uses a custom delimiter (;) and may contain leading/trailing whitespace and special characters. This processed version addresses these issues and provides a clean, comma-separated values (CSV) format for easier use.

Processing Steps:

The processing steps involved:

  1. Data Acquisition: Downloaded the FORCIS data from Zenodo.

  2. Cleaning:

    • Removed leading/trailing whitespace from each line.
    • Escaped special characters for safekeeping.

  3. Formatting:

    • Converted the data to comma-separated values (CSV) format.

  4. Missing Value Correction:

    • Added a "data_type" column where missing in some CSVs
    • Validated data consistency across all columns

Data Format:

  • Format: Comma-separated values (CSV)
  • Encoding: UTF-8
  • Line endings: LF (Unix-style)
  • First row: Header with column names
  • Missing values: Represented as "NA"

License:

This processed dataset is available under GPL-2.0 license. For the original FORCIS data license terms, please refer to the Zenodo repository at doi.org/10.5281/zenodo.12724286.

Usage Notes:

  • This dataset is intended for researchers and data scientists interested in working with the FORCIS data
  • Familiarity with the original FORCIS data structure is recommended for optimal use
  • Each CSV contains consistent column headers and data types
  • Data types include:
    • Numeric: Float and Integer values
    • Categorical: String values
    • Temporal: Date/Time values
  • Missing values (NA) should be handled appropriately in analysis
  • Consider memory requirements when loading the complete merged dataset

Citation:

To acknowledge the use of this processed FORCIS data, please cite:

  1. Original Dataset (v10): https://doi.org/10.5281/zenodo.12724286

  2. Processed Dataset:

    @dataset{processed_forcis_2024,
 title={Processed FORCIS Data},
 author={Hammami, Khalil},
 version={1.0},
 note={Based on FORCIS v10},
 year={2024},
 publisher={Hugging Face},
 url={<https://huggingface.co/datasets/khammami/forcis}>
 }