Datasets
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Inventário de Terras Húmidas em Moçambique
Summary: Inventário De Terras Maio de 2019 Húmidas Em Moçambique Identificação de Áreas com 500 hectares ou mais Autores: António Couto Paulino Bonate Yolanda Simango Produzido... -
General (Module 2 Water Resource Decision Support)
Module: Module 2 Water Resource Decision Support Sub-Module: 2.4 Realtime Monitoring Topic: General Submitted by Hugo Retief (Researcher), AWARD on 2026-02-12 12:56:46 via the... -
General (Module 1 Freshwater Biodiversity)
Module: Module 1 Freshwater Biodiversity Sub-Module: 1.1 Freshwater Ecosystems Topic: General Submitted by Acacio Chechene (Conservation Biologist), WCS-Mozambique on 2026-02-12... -
BR. 88.pdf
Summary: Sexta-feira, 1 de Novembro de 2013 I SÉRIE — Número 88 BOLETIM DA REPÚBLICA PUBLICAÇÃO OFICIAL DA REPÚBLICA DE MOÇAMBIQUE IMPRENSA NACIONAL DE MOÇAMBIQUE, E.P. ARTIGO 2... -
Screenshot 2026-02-12 113759_1.png (Module 1 Freshwater Biodiversity /...
File Size: 303 KB Module: Module 1 Freshwater Biodiversity Sub-Module: 1.3 Species Identification Topic: Macroinvertebrate Identification Submitter Notes: Aquatic Invertebrates... -
Mozambican Legislation (Module 5 Transboundary Collaboration)
Module: Module 5 Transboundary Collaboration Sub-Module: 5.3 Policy Compliance Topic: Mozambican Legislation Submitted by Simoes Ngale (Wildlife Researcher), Independent... -
General (Module 1 Freshwater Biodiversity)
Module: Module 1 Freshwater Biodiversity Sub-Module: 1.1 Freshwater Ecosystems Topic: General Submitter Notes: Capacity-building workshop session 01 aimed at capacitating LIMCOM... -
Proximate Wetlands By Ecoregion, Mozambique.xlsx (Module 1 Freshwater...
Author(s): Kelvin Da Conceição | Document Date: 2026-02-12 | Pages: 1 | File Size: 22 KB Module: Module 1 Freshwater Biodiversity Sub-Module: 1.1 Freshwater Ecosystems Topic:... -
Mabu2024.xlsx (Module 1 Freshwater Biodiversity / General)
Summary: Spreadsheet with 1 sheet(s). First sheet columns: Nr, SampleID/Species, Local name, DNA_code, Province, Locality, River, Date, Coordinates, Collectors, Pictures, Obs... -
KOMATI RIVER COMPREHENSIVE RESERVE
Summary: RDM X100-01-CON-COMPR2-0704 KOMATI CATCHMENT ECOLOGICAL WATER REQUIREMENTS STUDY EWR REPORT: QUALITY February 2006 Prepared by: AfriDev Consultants PO Box 4349 White... -
Inkomati Draft EWR Report.pdf (Module 1 Freshwater Biodiversity / The Inkomati Basin)
Summary: DEPARTMENT OF WATER AFFAIRS CHIEF DIRECTORATE: RESOURCE DIRECTED MEASURES THE DETERMINATION OF WATER RESOURCE CLASSES AND ASSOCIATED RESOURCE QUALITY OBJECTIVES IN THE... -
National Water Act: Reserve Determination of Water Resources for Inkomati catchment
Summary: 92 No. 42584 GOVERNMENT GAZETTE, 19 JULY 2019 Water and Sanitation, Department of/ Water en Sanitasie, Departement van DEPARTMENT OF WATER AND SANITATION NO. 998 19... -
RDMX100-03-CON-COMPR2-0303 KOMATI CATCHMENT ECOLOGICAL WATER REQUIREMENTS...
Summary: RDMX100-03-CON-COMPR2-0303 KOMATI CATCHMENT ECOLOGICAL WATER REQUIREMENTS STUDY WETLANDS SCOPING REPORT May 2005 Prepared by: AfriDev Consultants PO Box 4349 White... -
General (Module 2 Water Resource Decision Support)
Module: Module 2 Water Resource Decision Support Sub-Module: 2.4 Realtime Monitoring Topic: General Submitter Notes: this data is available on the departmental website Submitted... -
Screenshot 2026-02-12 113508.png (Module 1 Freshwater Biodiversity / River...
File Size: 1.1 MB Module: Module 1 Freshwater Biodiversity Sub-Module: 1.1 Freshwater Ecosystems Topic: River and Stream Ecology Submitter Notes: This River Water Monitoring... -
BirdLasser_Dunas de Dovela Pre Assesment 5467829598593271846.csv (Module 1...
Summary: CSV file with 44 columns and 33 data rows. Columns: Primary language, Secondary language, Tertiary language, English IOC, ID, Date, Time, Timezone, Latitude, Longitude,... -
Sampling Techniques (Module 3 Aquatic Biomonitoring)
Module: Module 3 Aquatic Biomonitoring Sub-Module: 3.3 Invertebrate Sampling Topic: Sampling Techniques Submitter Notes: miniSASS (mini stream assessment scoring system) citizen... -
Inkomati catchment fish species V1 Amphilius natalensis Amphilius...
Summary: Inkomati catchment fish species V1 Amphilius natalensis Amphilius uranoscopus Chiloglanis anoterus Chiloglanis bifurcus Chiloglanis emarginatus Chiloglanis paratus... -
miniSASS website screenshot.tif (Module 3 Aquatic Biomonitoring / General)
File Size: 3.6 MB Module: Module 3 Aquatic Biomonitoring Sub-Module: 3.3 Invertebrate Sampling Topic: General Submitted by Nicholas Pattinson (Research Scientist), GroundTruth... -
WhatsApp Image 2021-12-08 at 08.20.02 (1).jpeg (Module 3 Aquatic...
File Size: 136 KB Module: Module 3 Aquatic Biomonitoring Sub-Module: 3.1 FISHTRAC Operation Topic: Tag Types and Selection Submitted by Dillon Croshaw (Student), North-West... -
IMG-20230702-WA0023 (2).jpg (Module 3 Aquatic Biomonitoring / Tag Types and...
File Size: 203 KB Module: Module 3 Aquatic Biomonitoring Sub-Module: 3.1 FISHTRAC Operation Topic: Tag Types and Selection Submitted by Dillon Croshaw (Student), North-West... -
05622fef-0b9d-4e71-ad3e-49bb7f7c47f6.jpg (Module 3 Aquatic Biomonitoring /...
File Size: 88 KB Module: Module 3 Aquatic Biomonitoring Sub-Module: 3.1 FISHTRAC Operation Topic: Tag Types and Selection Submitted by Dillon Croshaw (Student), North-West... -
The southern African inland fish tracking programme (FISHTRAC)_ An...
Summary: Ecological Indicators 111 (2020) 106001 ContentslistsavailableatScienceDirect Ecological Indicators journal homepage: www.elsevier.com/locate/ecolind Review The... -
The South African Scoring System (SASS) Version 5 Rapid Bioassessment Method...
Summary: African Journal of Aquatic Science 27:1-10. The South African Scoring System (SASS) Version 5 Rapid Bioassessment Method for Rivers CWS Dickens* and PM Graham... -
miniSASS: Citizen Science Stream Assessment for Water Quality Monitoring
Simplified stream assessment scoring system designed for community participation in water quality monitoring. The mobile app incorporates AI-assisted macroinvertebrate... -
SAEON Open Data Platform - South African Environmental Observation Network
South Africa's long-term environmental observation data repository operated by the National Research Foundation. Supports multiple metadata standards, integrates with GEOSS, and... -
GBIF Issues and Flags Documentation
Comprehensive guide to GBIF's 50+ data quality flags applied during data ingestion. Explains taxonomic, spatial, and temporal flags, their severity levels, and how to interpret... -
rgbif: Interface to the Global Biodiversity Information Facility API
Official rOpenSci R package for programmatic access to GBIF data. Enables reproducible data download, taxonomic name resolution, and occurrence data retrieval. The primary tool... -
The FAIR Guiding Principles for Scientific Data Management (Wilkinson et al. 2016)
Landmark publication in Scientific Data defining the FAIR principles: Findable, Accessible, Interoperable, Reusable. Over 10,000 citations. The foundational framework for modern... -
CoordinateCleaner: Automated Cleaning of Occurrence Records
rOpenSci R package for automated flagging of common spatial errors in biological collection data. Detects zero coordinates, coordinate-country mismatches, centroid assignments,... -
bdc: A Toolkit for Standardizing, Integrating and Cleaning Biodiversity Data
Peer-reviewed R package (Methods in Ecology and Evolution, 2022) providing five integrated modules for biodiversity data cleaning: dataset merging, pre-filtering, taxonomic... -
GBIF Data Processing Pipeline Documentation
Official documentation of GBIF's data ingestion and processing pipeline. Describes how occurrence data is interpreted, indexed, and quality-flagged through automated validation,... -
Principles and Methods of Data Cleaning (Chapman 2005)
Comprehensive GBIF publication on data cleaning methods for primary species and occurrence data. Covers taxonomic, geographic, and temporal data cleaning approaches from... -
Principles of Data Quality (Chapman 2005)
Foundational GBIF publication on data quality concepts for primary species occurrence data. Covers accuracy, precision, completeness, consistency, and timeliness dimensions.... -
Baseflow graph from INWARDS
Graph of INWARDs -
GBIF Freshwater Data Publishing Guide
Comprehensive guide produced by GBIF (authors: Lento & Schmidt-Kloiber) specifically for publishing freshwater biodiversity data to the GBIF network. Covers the unique... -
SANBI-GBIF Node — South African Biodiversity Information Facility
Portal for South Africa's GBIF Voting Node, operated by the South African National Biodiversity Institute (SANBI) through the South African Biodiversity Information Facility... -
OpenRefine for Biodiversity Data Cleaning (GBIF Course Materials)
GBIF's curated training resources for using OpenRefine to clean and transform biodiversity data before publishing. OpenRefine is a free, open-source tool that works locally (no... -
Georeferencing Best Practices (Chapman & Wieczorek 2020)
Comprehensive GBIF Secretariat publication providing best practices for georeferencing biological occurrence data. Covers theoretical foundations of georeferencing, the point-... -
Darwin Core Archives — How-to Guide
GBIF's comprehensive guide to understanding and creating Darwin Core Archives (DwC-A), the standard exchange format for biodiversity data. Explains the star schema architecture:... -
Ecological Metadata Language (EML) Specification
Official specification for the Ecological Metadata Language (EML) version 2.2.0, a comprehensive XML vocabulary designed specifically for documenting ecological and... -
GBIF Data Quality Requirements and Documentation
Official GBIF documentation on data quality requirements for publishing occurrence, checklist, and sampling-event datasets. Describes over 50 automated data quality flags that... -
GBIF Integrated Publishing Toolkit (IPT) User Manual
Official manual for the GBIF Integrated Publishing Toolkit (IPT), the free, open-source Java application used to publish biodiversity datasets to the GBIF network. Covers... -
Darwin Core: An Evolving Community-Developed Biodiversity Data Standard...
Foundational peer-reviewed paper describing the Darwin Core standard's history, design principles, community governance model, and practical applications. Traces DwC's evolution... -
Darwin Core Quick Reference Guide
Official TDWG quick reference for all currently recommended Darwin Core terms. Lists each term with its identifier (URI), label, definition, comments, and examples, organised by... -
Global Assessment of Hydrologic Alteration (Grill et al. 2019)
Global-scale assessment mapping the degree of flow regulation and hydrological alteration across 12 million river kilometres worldwide. Published in Nature, this study found... -
Pairwise IHA Analysis: Python Toolkit for Assessing Reservoir Impacts
Python-based tool for pairwise upstream-downstream IHA analysis at reservoirs and dams. Enables comparison of flow regime characteristics above and below impoundments to... -
IHA R Package: Indicators of Hydrologic Alteration Implementation
Open-source R package implementing the full Indicators of Hydrological Alteration (IHA) methodology for reproducible, scriptable analysis. Provides functions for calculating all... -
Ecological Reserve Determination and Compliance Monitoring: Crocodile River Catchment
Reserve determination and compliance assessment for the Crocodile (West) River using IHA-based flow analysis. Documents recommended ecological flows based on the Building Block... -
Understanding Hydrological Processes at Ungauged Points in the Incomati...
Application of the IHA methodology to 33 gauging stations across the Incomati (Inkomati) River Basin in South Africa. Analyses streamflow variability and identifies...