Table · dataset · 2026
Daily HEC-HMS Simulated Streamflow at the Panj River Basin Outlet (Niz. Pyandaz Station), 1985–2100
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34046499.v1
<p dir="ltr">Overview</p><p dir="ltr">This dataset contains daily streamflow simulated using the Hydrologic Engineering Center–Hydrologic Modeling System (HEC-HMS) for the outlet of the Panj River Basin at Niz.
Description
Pyandaz station.</p><p dir="ltr">The dataset includes simulations for a historical period and two future climate scenarios. Streamflow was simulated separately using climate inputs from five CMIP6 global climate models (GCMs).
These data were generated and used in the associated research article examining climate change, hydroclimatic hazards, and their implications for Sustainable Development Goals (SDGs) in the Panj River Basin.</p><p><br></p><p dir="ltr">Temporal coverage</p><p dir="ltr">- Historical period: 1 January 1985 – 31 December 2014</p><p dir="ltr">- SSP2-4.5: 1 January 2015 – 31 December 2100</p><p dir="ltr">- SSP5-8.5: 1 January 2015 – 31 December 2100</p><p><br></p><p dir="ltr">Temporal resolution</p><p dir="ltr">Daily</p><p><br></p><p dir="ltr">Variable</p><p dir="ltr">- Streamflow / discharge</p><p dir="ltr">- Unit: cubic metres per second (m³/s)</p><p dir="ltr">Location</p><p dir="ltr">- River basin: Panj River Basin</p><p dir="ltr">- Station: Niz.
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Pyandaz</p><p dir="ltr">- Station role: Basin outlet</p><p><br></p><p dir="ltr">Hydrological model</p><p dir="ltr">HEC-HMS (Hydrologic Engineering Center–Hydrologic Modeling System)</p><p dir="ltr">The streamflow series were generated through hydrological simulations driven by climate data for the historical and future periods.</p><p dir="ltr">Climate models</p><p dir="ltr">The dataset contains simulated streamflow driven by bias corrected five CMIP6 GCMs:</p><p dir="ltr">1.
ACCESS-ESM1-5</p><p dir="ltr">2. EC-Earth3-Veg</p><p dir="ltr">3. INM-CM5-0</p><p dir="ltr">4.
MPI-ESM1-2-HR</p><p dir="ltr">5. NorESM2-LM</p><p><br></p><p dir="ltr">Column names in the spreadsheet may appear in abbreviated form:</p><p dir="ltr">ColumnGCM</p><p dir="ltr">Date</p><p dir="ltr">ACCESS:ACCESS-ESM1-5</p><p dir="ltr">EC-earth: EC-Earth3-Veg</p><p dir="ltr">INM-CM5: INM-CM5-0</p><p dir="ltr">MPI-ESM: MPI-ESM1-2-HR</p><p dir="ltr">NorESM:NorESM2-LM</p><p><br></p><p><br></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34046499.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 · 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 · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology · Surface water hydrology
Provenance · 11 source records, 56 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34046499 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34046499 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34046499 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34046499 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34046499 | 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:370704 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].anzsrc:field:370704 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Surface water hydrology'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@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 · figshare com | connector:figshare_com@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 · grantsdata jst go jp | connector:grantsdata_jst_go_jp@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:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@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 · figshare swinburne edu au | connector:figshare_swinburne_edu_au@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 · scholardata sun ac za | connector:scholardata_sun_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 · repository lboro ac uk | connector:repository_lboro_ac_uk@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:economics-finance | mapping · figshare com | connector:figshare_com@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:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@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 · dayta nwu ac za | connector:dayta_nwu_ac_za@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:humanities | mapping · figshare com | connector:figshare_com@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: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 · researchdata up ac za | connector:researchdata_up_ac_za@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: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 · figshare com | connector:figshare_com@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 · 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[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| 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 |