reapxdev/zenodo-scraper huggingface dataset:
Figure 7 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 7 Maximum-likelihood (ML) trees based on COI (A) and 16S (B) sequences.
Figure 6 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 6 The phylogenetic relationships and mitochondrial genome arrangement.
Figure 5 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 5 The complete mitochondrial genome of Deima oloughlini.
Figure 4 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 4 SEM images of different tissue ossicles from Deima oloughlini (FIO-IND72-JLBEN208D2). A. Dorsal body wall; B. Ventral body wall; C. Papillae; D. Tube feet; E. Tentacles.
Figure 3 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 3 SEM images of different tissue ossicles from Deima oloughlini (FIO-IND72-JLBEN208D1). A. Dorsal body wall; B. Ventral body wall; C. Papillae; D. Tube feet; E. Tentacles.
Figure 2 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 2 Deima oloughlini. A–C. FIO-IND72-JLBEN208D1 specimen: A. Dorsal view; B. Ventral view; C. In situ image; D–E. FIO-IND72-JLBEN208D2 specimen: D. Dorsal view; E. In situ image. Scale bars: 5 cm.
Figure 1 from: Liao X, Li J, Xu N, Li X, Ge M, Zhang T, Li M, Zhang X, Xu Q (2026) Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean. ZooKeys 1286: 265-282. https://doi.org/10.3897/zookeys.1286.190382
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Figure
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

Figure 1 Sampling site for examined specimens of Deima oloughlini in the Ninety East Ridge, Indian Ocean.
Morphological redescription and complete mitochondrial genome of Deima oloughlini (Holothuroidea, Synallactida, Deimatidae), with a new record from the northern Indian Ocean
Authors: Liao, Xiaomei, Li, Jun, Xu, Ningxia, Li, Xinlong, Ge, Meiling, Zhang, Tonghui, Li, Min, Zhang, Xuelei, Xu, Qinzeng
Type: Journal article
Published: 2026-07-29
Keywords: 16S, COI, deep sea, Deima, holothurian, mitogenome, morphology, phylogeny, taxonomy

<p>The family Deimatidae is widely distributed throughout the deep sea but remains poorly represented by both morphological and molecular data. During a 2022 scientific expedition to the Ninety East Ridge, Indian Ocean, two deep-sea holothurian specimens were collected at depths of 2447–2557 m. Following morphological re-examination together with phylogenetic analyses based on the mitochondrial COI and 16S genes, the specimens were identified as <i>Deima oloughlini</i> Mackenzie & Davey in Mackenzie et al. 2024, representing the first record of this species from the northern Indian Ocean. Detailed observations of ossicles from five body regions are provided to facilitate future taxonomic comparisons within the genus <i>Deima</i>. The complete mitochondrial genome of <i>D. oloughlini</i> was also characterized as a circular molecule of 16,263 bp containing 13 protein-coding genes, 22 transfer RNA genes, and two ribosomal RNA genes, with an overall A+T content of 72.2%. This mitogenome is among the few genomic resources currently available for Deimatidae and provides additional molecular data for future studies of the phylogeny, taxonomy, and biogeography of this deep-sea family.</p>
Set of evidence‑based user-centred recommendations for federated services
Authors: Hanley, Monica, Townsend, Poppy, Podgorska, Aleksandra (Ola) Helena, Watson, Carl, Halstead, Maura, McCormack, Matthew, Darroch, Louise, Bulpett, Jennifer
Type: Report
Published: 2026-07-28

<p>This documents the recommendations for creating a federated roadmap from the UNITED project.</p>
<p>This work was undertaken as part of the UNITED project: https://eds.ukri.org/projects/united </p>
<p>Please contact data@nerc.ukri.org referencing the UNITED project if you would like to discuss this further. </p>
Year-round vertically resolved observations of upper ocean hydrography and biogeochemistry in the Atlantic Water inflow north of Svalbard
Authors: McPherson, Rebecca, Lochthofen, Normen, Reifenberg, Simon F., von Appen, Wilken-Jon, Xi, Hongyan
Type: Journal
Published: 2026-03-20
Keywords: AMOC, EPOC, Atlantic, oceanography

<h2 class="section-title u-h4 u-margin-l-top u-margin-xs-bottom">Abstract</h2>
<div>
<div class="u-margin-s-bottom">A novel Subsea Winched Profiling System (SWIPS) was deployed in the Atlantic Water (AW) inflow to the Arctic Ocean north of Svalbard, providing high-resolution, year-round observations of upper ocean hydrography and biogeochemistry. Between July 2022 and July 2023, SWIPS collected 85 vertical profiles from ∼125 m to 10 m depth at 4-day intervals, capturing seasonal transitions and fine-scale variability across open water and ice-covered conditions. The autonomous system provides a sustained Eulerian perspective of upper ocean dynamics, resolving the evolving water mass distribution, seasonal stratification, the deepening of the mixed layer in autumn and winter, and the persistent influence of AW beneath a strongly stratified surface layer. SWIPS captured an under-ice phytoplankton bloom in May 2023, occurring under >80% sea ice concentrations and preceding the onset of Polar Day by more than one week. During peak bloom periods, satellite-derived chlorophyll concentrations underestimated in-situ values by up to an order of magnitude due to persistent subsurface chlorophyll maxima and ice cover. The profiler also detected two episodes of anomalous winter hydrography during which AW reached the surface and disrupted the expected cold, stratified regime. The hydrographic data and satellite sea surface temperature suggest these events were driven by upstream AW advection from Fram Strait and facilitated localized convection to depths exceeding 100 m, reinforcing the role of remote forcing in shaping local upper ocean and ice conditions. By capturing both gradual seasonal evolution and short-lived anomalies, SWIPS provides critical in-situ observations that complement traditional observational methods and improve understanding of ocean–ice–ecosystem interactions under Arctic amplification.</div>
</div>
Community building: bringing user- centred subject matter experts together
Authors: Townsend, Poppy
Type: Report
Published: 2026-07-28

<p>The purpose of this work was to explore what a community of user-centred subject matter experts could look like. It involved a desk study and two workshops. </p>
<p>The report includes information about internal and international community building explored by experts at the Environmental Data Service. </p>
<p>This work was undertaken as part of the UNITED project: https://eds.ukri.org/projects/united </p>
<p>Please contact data@nerc.ukri.org referencing the UNITED project if you would like to discuss this further. </p>
<p> </p>
<p> </p>
The NERC Environmental Data Service - historical context and ongoing transformation into a federated service
Authors: Townsend, Poppy, Watson, Carl
Type: Report
Published: 2026-07-28

<p>The purpose of this work is to introduce the Natural Environment Research Council (NERC) Environmental Data Service (EDS) and share historical and recent context about incremental changes to the way the service has been developed. It explores how the EDS has come together to try and form one entity from five different environmental data centres since 2018, including the future direction and some lessons learned. The lessons learned have particular impact for entities looking to form federated road maps.</p>
<p>This work was undertaken as part of the UNITED project: https://eds.ukri.org/projects/united </p>
<p>Please contact data@nerc.ukri.org referencing the UNITED project if you would like to discuss this further. </p>
The Contribution of Italian Research Infrastructures towards a Coordinated Observation of Essential Variables in the Mediterranean
Authors: Toller, Simone
Type: Presentation
Published: 2026-07-29
Keywords: Essential Ocean Variables, Essential Climate Variables, Essential Biodiversity Variables, EOV, ECV, EBV, Ocean Observing System, Research Infrastructures, Mediterranean Sea, Marine Science, environmental observation, ESFRI

<p><strong>This seminar presentation was presented by Simone Toller as part of the European Marine Board (EMB) Third Thursday Science Webinar series. On 16 July 2026, EMB hosted its 62nd Third Thursday Science Webinar, during which Simone Toller presented “The Contribution of Italian Research Infrastructures towards a Coordinated Observation of Essential Variables in the Mediterranean”.</strong></p>
<p><strong>The presentation is based on the scientific publication:</strong></p>
<p><em>Toller, S., Urbinati, E., Bellafiore, D., Bergami, C., De Pascalis, F., Magaldi, M.G., et al. (2026). "The Italian effort toward a coordinated observation of Essential Variables (EOV, ECV, EBV) in European Marine Environments. Long-term observation in the central Mediterranean seas and Italian coasts". Frontiers in Marine Science. DOI: https://doi.org/10.3389/fmars.2026.1771479</em></p>
<div>The research presented in this seminar was conducted jointly by all co-authors listed in this record. While this presentation was prepared and delivered by Simone Toller, all co-authors are acknowledged as contributors in recognition of their scientific contributions to the underlying research.</div>
Model Output for "Isolated Northern Hemisphere Cooling in an Idealized Model Promotes Ocean Carbon Storage and Glacial-like Ocean Features"
Authors: Shankle, Madison, MacGilchrist, Graeme, Burke, Andrea, Marzocchi, Alice, Jansen, Malte, Rae, James
Type: Dataset
Published: 2026-07-29

<p>Please cite the <em>Journal of Climate </em>article (Shankle et al. 2026) if using this output.</p>
<p>Included is the final 1000 years of output from the control and three experiment simulations ran in Shankle et al. 2026 (JClim):</p>
<ul>
<li>Glac_Ref = run_SouthWarm.Ctrl_1000yr15_wSIdiags/</li>
<li>IG_Ctrl = run_SouthWarm.100percNAwarm_1000yr15_wSIdiags/</li>
<li>IG_N50 = run_SouthWarm.050percNAwarm_1000yr15_wSIdiags/</li>
<li>IG_N100 = run_SouthWarm.000percNAwarm_1000yr15_wSIdiags/</li>
</ul>
<p>(The naming of the directories follows a previous scheme. E.g., cooling the northern latitudes all the way to glacial-like temperatures (100% or "IG_N100" in the paper) == 0% northern warming.)</p>
<p>Also included is the output from a simulation where only high <em>southern</em> latitudes are cooled and text files giving the evolution of atmospheric <em>p</em>CO$_2$ in each simulation (value given at end of each 1000 years).<br><br>Scripts to analyse this output are available on M. Shankle's GitHub (https://github.com/Maddie-Sh).</p>