Table · dataset · 2026
Mangrove restoration Dataset
Listed in ZivaHub and Deakin Research Online and HKU DataHub and DaYta Ya Rona and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.33960418.v1
<h4 dir="ltr">1.
Description
Overview</h4><p dir="ltr">This repository contains the comprehensive empirical datasets supporting the manuscript <b>"Mangrove restoration reactivates subterranean carbon-alkalinity pump to enhance coastal carbon buffering"</b> </p><p dir="ltr">The dataset provides multi-disciplinary evidence across paired restored mangrove and bare mudflat settings, integrating long-term in situ hydrodynamic monitoring, groundwater hydrochemistry, optical spectroscopy of dissolved organic matter (DOM), and sediment functional metagenomics.</p><h4 dir="ltr">2.
Dataset Descriptions & File Structure</h4><ul><li><code><strong>Carbon flux_mangrove.csv</strong></code><b> & </b><code><strong>Carbon flux_mudflat.csv</strong></code></li><li><ul><li><b>Description:</b> High-resolution, multi-month continuous time series (August to December) of multi-well groundwater hydraulic heads, barometric pressures, and adjacent tidal water level fluctuations.</li><li><b>Code Interoperability:</b> These time-series datasets directly interface with the Python processing scripts (<code>Fluxes calculation.ipynb</code>) hosted on Zenodo (DOI:<a href="google.com/search?q=https://doi.org/10.5281/zenodo.23050835" target="_blank" rel="noopener">10.5281/zenodo.23050835</a>) to compute cross-shore submarine groundwater discharge (SGD) and lateral carbon/alkalinity fluxes.</li></ul></li><li><code><strong>Geochemical Dataset.xlsx</strong></code></li><li><ul><li><b>Description:</b> Cross-sectional hydrogeochemical and stable isotopic profiles collected from multilevel groundwater sampling networks (five vertical depths, 20 cm intervals).</li><li><b>Variables:</b> Salinity, pH, dissolved oxygen (DO), dissolved inorganic carbon (DIC), dissolved organic carbon (DOC), total alkalinity (TA), pCO2, stable carbon isotopes (δ13CDIC, δ13CDOC), and dual water isotopes (δD, δ18O).</li></ul></li><li><code><strong>EEM dataset.zip</strong></code></li><li><ul><li><b>Description:</b> Raw and pre-processed Excitation-Emission Matrix (EEM) fluorescence spectra across the subterranean groundwater transects.</li><li></li></ul></li><li><code><strong>Metagenomics dataset.rar</strong></code></li><li><ul><li><b>Description:</b> Microbiology Dataset from restored mangrove and bare mudflat sediments.</li></ul></li></ul><h4 dir="ltr">3.
Read the rest (2 more)
Code Availability & Execution</h4><p dir="ltr">The numerical calculations of hydrodynamic discharge rates and cross-shore chemical flux integrations are implemented in Jupyter Notebook:</p><ul><li><b>Script:</b> <code>Fluxes calculation.ipynb</code></li><li><b>Zenodo Repository:</b><a href="google.com/search?q=https://doi.org/10.5281/zenodo.23050835" target="_blank" rel="noopener">doi.org/10.5281/zenodo.23050835</a></li></ul><h4 dir="ltr">4.
Usage Notes</h4><ul><li>All missing values are denoted as <code>NA</code> or left blank.</li><li>Coordinate references and spatial geometries follow the WGS 84 datum.</li><li>Data files are provided in standardized, non-proprietary tabular formats (<code>.csv</code>, <code>.xlsx</code>) and open-access <code>.zip</code> archives to ensure long-term reproducibility and interoperability.</li></ul><h4 dir="ltr">5. Contact & Inquiries</h4><p dir="ltr">For further technical questions regarding data processing, isotopic calibrations, or modeling scripts, please contact the corresponding author:</p><ul><li><b>Email:</b> kxiao@yic.ac.cn</li></ul><p></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33960418.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemical oceanography · Chemical oceanography · Chemical oceanography · Chemical oceanography · Chemical oceanography · Chemical oceanography · Chemical oceanography · Chemistry · Chemistry · Chemistry · Chemistry · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Ecohydrology · Ecohydrology · Ecohydrology · Ecohydrology · Ecohydrology · Ecohydrology · Ecohydrology · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental assessment and monitoring · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Environmental rehabilitation and restoration · Groundwater hydrology · Groundwater hydrology · Groundwater hydrology · Groundwater hydrology · Groundwater hydrology · Groundwater hydrology · Groundwater hydrology · Humanities · Humanities · Humanities · Humanities · Isotope geochemistry · Isotope geochemistry · Isotope geochemistry · Isotope geochemistry · Isotope geochemistry · Isotope geochemistry · Isotope geochemistry · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Microbial ecology · Microbial ecology · Microbial ecology · Microbial ecology · Microbial ecology · Microbial ecology · Microbial ecology · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science
- Inferred from text
- Genome sequencing 65% · Tabular 75%
Provenance · 7 source records, 111 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/33960418 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/33960418 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/33960418 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/33960418 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/33960418 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33960418 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/33960418 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:310703 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:310703 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Microbial ecology'] |
| concepts[field].anzsrc:field:370303 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370303 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Isotope geochemistry'] |
| concepts[field].anzsrc:field:370702 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370702 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Ecohydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370703 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Groundwater hydrology'] |
| concepts[field].anzsrc:field:370802 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:370802 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Chemical oceanography'] |
| concepts[field].anzsrc:field:410402 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410402 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Environmental assessment and monitoring'] |
| concepts[field].anzsrc:field:410405 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].anzsrc:field:410405 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Environmental rehabilitation and restoration'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:genome-sequencing | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |