cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/a685e7cf-1b84-4007-b206-89ae1c71dd6c
title: TUD-L2B-5dayEWH-GRACE.v1.0exp: Novel and Global 0.5°x0.5° 5-day GRACE equivalent water height gridded product (experimental version)

description: This <strong>GRACE Level-2B data product </strong>provides gridded Equivalent Water Height (EWH), which are equivalent to Terrestrial Water Storage Anomalies (TWSA) generated at TU Delft (“TUD”) and available at <strong>5-day to sub-weekly time resolution</strong>.<br>This dataset is derived <strong>exclusively</strong> from GRACE data:Residual Level-1B (L1B) data (post-fits and geo-fits), provided by Centre for Space Research (UTCSR, TX, USA)<strong>*</strong>. DOI: 10.18738/T8/VY3U8LITSG-Grace2018 daily Kalman filtered Level-2 data (350 km - Gaussian filter, d.o. 2-40).GGM05C static (long-term mean) field removed.<br>Important notes for users:This is an experimental release.Glacial Isostatic Adjustment (GIA) has not been removed from the dataset.Low degree coefficients: geocenter, C_20, and C_30 have not been replaced.The dataset spans the period <strong>April 2002 to August 2016</strong>.These gridded EWHs are anomalies with respect to the <strong>reference epoch: January 2008</strong>. <br>To support usage and interpretation, the repository includes:Python plotting utilities (<em>/plotting_tools</em>) for visualizing the resultsValidation resources (<em>/quality_checks</em>) summarising multiple quality control checks applied to the data.A complementary monthly file (bin_count.nc) containing monthly LGD (i.e. Line-of-Sight Gravity Differences) observation bin counts for each spatial grid cell (2 deg x 2 deg).<br>This dataset is intended for users seeking higher-frequency gravity field variations based <em>solely</em> on GRACE residuals, and may be particularly valuable for hydrological and geophysical analyses. The processing steps from residual L1B range rates to LGDs can be found in https://doi.org/10.1029/2025JB031615.<br>Details on the data product structure and use can be found at the TUDelft GRACEcube portal:https://grace-cube.lr.tudelft.nl/L2B_5DAY/v1.0/TUD-L2B-5day/<br><strong><em>*</em></strong><em> We thank CSR for making the dataset publicly available. Without it, this research would not have been possible.</em><br><strong>Versioning:</strong>v1.0(exp): first release (experimental, released for retraceability and transparency).<em>Coming soon v2.0 (official release) with significant technical improvements, uncertainty quantification and end-to-end capabilities for L2B/L3 users.</em>
DOI: 10.4121/a685e7cf-1b84-4007-b206-89ae1c71dd6c.v1
title: TUD-L2B-5dayEWH-GRACE.v1.0exp: Novel and Global 0.5°x0.5° 5-day GRACE equivalent water height gridded product (experimental version)

description: This <strong>GRACE Level-2B data product </strong>provides gridded Equivalent Water Height (EWH), which are equivalent to Terrestrial Water Storage Anomalies (TWSA) generated at TU Delft (“TUD”) and available at <strong>5-day to sub-weekly time resolution</strong>.<br>This dataset is derived <strong>exclusively</strong> from GRACE data:Residual Level-1B (L1B) data (post-fits and geo-fits), provided by Centre for Space Research (UTCSR, TX, USA)<strong>*</strong>. DOI: 10.18738/T8/VY3U8LITSG-Grace2018 daily Kalman filtered Level-2 data (350 km - Gaussian filter, d.o. 2-40).GGM05C static (long-term mean) field removed.<br>Important notes for users:This is an experimental release.Glacial Isostatic Adjustment (GIA) has not been removed from the dataset.Low degree coefficients: geocenter, C_20, and C_30 have not been replaced.The dataset spans the period <strong>April 2002 to August 2016</strong>.These gridded EWHs are anomalies with respect to the <strong>reference epoch: January 2008</strong>. <br>To support usage and interpretation, the repository includes:Python plotting utilities (<em>/plotting_tools</em>) for visualizing the resultsValidation resources (<em>/quality_checks</em>) summarising multiple quality control checks applied to the data.A complementary monthly file (bin_count.nc) containing monthly LGD (i.e. Line-of-Sight Gravity Differences) observation bin counts for each spatial grid cell (2 deg x 2 deg).<br>This dataset is intended for users seeking higher-frequency gravity field variations based <em>solely</em> on GRACE residuals, and may be particularly valuable for hydrological and geophysical analyses. The processing steps from residual L1B range rates to LGDs can be found in https://doi.org/10.1029/2025JB031615.<br>Details on the data product structure and use can be found at the TUDelft GRACEcube portal:https://grace-cube.lr.tudelft.nl/L2B_5DAY/v1.0/TUD-L2B-5day/<br><strong><em>*</em></strong><em> We thank CSR for making the dataset publicly available. Without it, this research would not have been possible.</em><br><strong>Versioning:</strong>v1.0(exp): first release (experimental, released for retraceability and transparency).<em>Coming soon v2.0 (official release) with significant technical improvements, uncertainty quantification and end-to-end capabilities for L2B/L3 users.</em>
DOI: 10.5061/dryad.4mw6m90cx
title: The importance of fine-scale predictors of wild boar habitat use in an isolated population

description: Predicting the likelihood of wildlife presence at potential
 wildlife-livestock interfaces is challenging. These interfaces are usually
 relatively small geographical areas where landscapes show large variation
 over small distances. Models of wildlife distribution based on coarse data
 over wide geographical ranges may not be representative of these
 interfaces. High-resolution data can help identify fine scale predictors
 of wildlife habitat use at a local scale and provide more accurate
 predictions of species habitat use. These data may be used to inform
 knowledge of interface risks, such as disease transmission between
 wildlife and livestock, or human-wildlife conflict. This study uses
 fine-scale habitat use data from wild boar (Sus scrofa) based on activity
 signs and direct field observations in and around the Forest of Dean in
 Gloucestershire, England. Spatial logistic regression models fitted using
 a variant of penalized quasi‐likelihood were used to identify
 habitat-based and anthropogenic predictors of wild boar signs. Our models
 showed that within the Forest of Dean, wild boar signs were more likely to
 be seen in spring, in forest-type habitats, closer to the centre of the
 forest and near litter bins. In the area surrounding the Forest of Dean,
 wild boar signs were more likely to be seen in forest-type habitats and
 near recreational parks and less likely to be seen near livestock. This
 approach shows that wild boar habitat use can be predicted using
 fine-scale data over comparatively small areas and in human-dominated
 landscapes, whilst taking account of the spatial correlation from other
 nearby fine-scale data-points. The methods we use could be applied to map
 habitat use of other wildlife species in similar landscapes, or of
 movement-restricted, isolated or fragmented wildlife populations.
DOI: 10.5061/dryad.qbzkh18kw
title: How important is budding speciation for comparative studies?

description: The acknowledgment of evolutionary dependence among species has
 fundamentally changed how we ask biological questions. Phylogenetic models
 became the standard approach for studies with three or more lineages, in
 particular those using extant species. Most phylogenetic comparative
 methods (PCMs) translate relatedness into covariance, meaning that
 evolutionary changes before lineages split should be interpreted together
 whereas after the split lineages are expected to change independently.
 This clever realization has shaped decades of research. Here we discuss
 one element of the comparative method often ignored or assumed as
 unimportant: if nodes of a phylogeny represent the dissolution of the
 ancestral lineage into two new ones or if the ancestral lineage can
 survive speciation events (i.e., budding). Budding speciation is often
 reported in paleontological studies, due to the nature of the evidence for
 budding in the fossil record, but it is surprisingly absent in comparative
 methods. Here we show that many PCMs assume that divergence happens as a
 symmetric split, even if these methods don’t explicitly mention this
 assumption. We discuss the properties of trait evolution models for
 continuous and discrete traits and their adequacy under a scenario of
 budding speciation. We discuss the effects of budding speciation under a
 series of plausible evolutionary scenarios and show when and how these can
 influence our estimates. We also propose that long-lived lineages that
 have survived through a series of budding speciation events and given
 birth to multiple new lineages can produce evolutionary patterns that
 challenge our intuition about the most parsimonious history of trait
 changes in a clade. We hope our discussion can help bridge comparative
 approaches in paleontology and neontology as well as foster awareness
 about the assumptions we make when we use phylogenetic trees.
description: Data generated using simulations in R.
description: R stats.
DOI: 10.22008/promice/data/ice_discharge/d/v02/irj5yv
title: gate_coverage.tab
DOI: 10.5061/dryad.3n5tb2rkx
title: Data for: Optimizing health and nutrition status of migrant construction workers consuming multiple micronutrient fortified rice in Singapore

description: 140 Male migrant workers aged 20–51 years of either Bangladeshi or Indian
 ethnicity from a single dormitory in Singapore volunteered to participate
 in the study. In total, 133 blood samples were taken at the start of the
 study and were used to assess vitamin B12, hemoglobin, ferritin, folate,
 and zinc status; a sub-sample underwent for homocysteine testing.
 Anthropometric measurements and vital signs, including height, weight, and
 blood pressure were recorded before and after the intervention.
description: A Clinical Research Organisation
 (CRO) has collected the data during the nutrition intervention study. The
 CRO has entered the dataset into a database (Excel file). Protocol
 violations and deviations, study product consumption and study completion
 data were evaluated during the data review to define the per protocol
 dataset before database lock. An independent statistician performed the
 statistics of the data. For all analyses, statistical significance was
 defined as a p-value &lt;0.05. SPSS version 26 software (IBM Corp.,
 Released 2019, Armonk, NY, USA) was used for all analyses. An
 Intent-to-treat analysis was considered for the data analysis. Analysis of
 outcomes was done with the original continuous measurement values. To
 minimize the inter-individual component covariance, the difference between
 baseline and endline measurements for each individual survey subject was
 calculated. P-values were calculated using a one-sample t-test comparing
 the average difference to zero. A two-sample or independent t-test was
 used to determine if mean values of subgroups were statistically
 significantly different.
description: Excel is needed to open the data files, and SPSS or Word is
 needed to open the statistical outcomes.
DOI: 10.22008/promice/data/ice_discharge/d/v02/gfmt93
title: gate_D.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/u8nuau
title: gate_meta.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/yw1y6w
title: gate_err.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/x0kygf
title: GIS_coverage.tab
DOI: 10.5061/dryad.hqbzkh1jq
title: The application of short and highly polymorphic microhaplotypes based on nonbinary-SNPs in kinship testing of extremely degraded samples

description: Kinship testing becomes more difficult in extremely degraded samples. But
 commonly used genetic markers cannot completely solved this problem.
 Microhaplotype combining the advantages of STR and SNP may be a promising
 genetic marker for kinship testing in extremely degraded samples.
 Therefore, in this study, 36 short and highly polymorphism microhaplotype
 loci with length smaller than 100 bp and Ae greater than 3.0 were
 developed, of which 29 loci met the Hardy-Weinberg and linkage
 equilibrium. The CPD and CPE of these 29 loci were
 0.99999999999999999999999997036 and 0.9999999945, respectively. Allele
 dropout of these loci was not observed in extremely degraded samples.
 Through simulated kinship analysis, the effectiveness of paternity testing
 reached 98.39% at threshold of 4/-4, and effectiveness of full-sibling
 testing reached 93.01% at threshold of 2/-2, which were greater than that
 of 15 STR loci. After combining with other 50 short and highly polymorphic
 microhaplotype loci, the effectiveness of half-sibling testing also
 reached 82.42% at the threshold of 2/-2. Our developed short and highly
 polymorphic microhaplotype loci may be useful for paternity testing and
 full-sibling testing in extremely degraded samples, and after combining
 with other short and highly polymorphic microhaplotype loci, may be
 helpful to analyze the more distant kinship relationship.
DOI: 10.22008/promice/data/ice_discharge/d/v02/0zl4ie
title: GIS_D.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/dfev8q
title: GIS_err.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/tinw7s
title: README.txt
DOI: 10.22008/promice/data/ice_discharge/d/v02/tk5vk3
title: region_coverage.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/0omdwb
title: region_D.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/5h30u4
title: region_err.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/bba3f5
title: sector_coverage.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/jhtsso
title: sector_D.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/kuqiot
title: sector_err.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/bsxpjt
title: gate_coverage-1.tab
DOI: 10.5061/dryad.3tx95x6jj
title: Dispersals from the West Tethys as the source of the Indo-West Pacific diversity hotspot in comatulid crinoids

description: Conspicuous centers of biodiversity are frequently attributed to local
 conditions that promote speciation or resistance to extinction, but recent
 diversification studies indicate this mode of explanation might not be
 very general, so it may be fruitful to revisit the role of dispersal in
 concentrating biodiversity. Here we consider the processes underlying the
 marine diversity hotspot in the Indo-West Pacific among comatulid
 crinoids, suspension-feeding echinoderms conspicuous on modern tropical
 reefs. We used ancestral range reconstruction on a phylogeny of extant
 crinoids, assembled a new occurrence database of fossil comatulids and
 interrogated it with probabilistic preservational models, and developed a
 morphological character matrix to estimate the relationships among living
 and fossil comatulids. Ancestral range reconstruction on a phylogeny of
 extant comatulids recovers an origin outside the Indo-Pacific and elevated
 dispersal into it. A new occurrence database records the comatulid clade
 spreading out gradually from origin in the Early Jurassic of the West
 Tethys. They do not appear in their modern hotspot until the Oligocene,
 and taphonomic analyses show these results cannot be explained solely as a
 result of inadequate sampling in Asia and Oceania. Finally, phylogenetic
 analyses demonstrate that deeply nested crown-group comatulids had
 originated before the clade became well-established in the East Tethys,
 implying many independent dispersals into the modern hotspot. These
 consilient results suggest a biodiversity hotspot that owes its existence
 to dispersals out of the ancient West Tethys rather than to elevated in
 situ diversification.
description: See README.txt.
DOI: 10.22008/promice/data/ice_discharge/d/v02/ccinmc
title: gate_D-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/nexz83
title: gate_err-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/9qptte
title: gate.nc
DOI: 10.5061/dryad.hdr7sqvkw
title: Nutrient concentrations, loading, and N:P stoichiometry (1983 - 2020) and impacts in Flathead Lake (Montana, USA)

description: Considerable attention is given to absolute nutrient levels in lakes,
 rivers, and oceans but less is paid to their relative concentrations,
 their N:P stoichiometry, and to the consequences of imbalanced
 stoichiometry. Here we report 38 years of nutrient dynamics in Flathead
 Lake, a large oligotrophic lake in Montana (USA), and its inflows. While
 nutrient levels were low, the lake had sustained high total N : total P
 ratios (TN:TP: 60-90:1 molar) throughout the observation period. N and P
 loading to the lake as well as loading N:P ratio varied considerably among
 years but showed no systematic long-term trend. Surprisingly, TN:TP ratios
 in river inflows were consistently lower than in the lake, suggesting that
 forms of P in riverine loading are removed preferentially to N. In-lake
 processes, such as differential sedimentation of P relative to N or
 accumulation of fixed N in excess of denitrification, likely also operate
 to maintain the lake’s high TN:TP ratios. Regardless of causes, the lake’s
 stoichiometric imbalance is manifested in P limitation of phytoplankton
 growth during early and mid-summer, resulting in high C:P and N:P ratios
 in suspended particulate matter that propagate P limitation to
 zooplankton. Finally, the lake’s imbalanced N:P stoichiometry appears to
 raise the potential for aerobic methane production via metabolism of
 phosphonate compounds by P-limited microbes. These data highlight the
 importance of not only absolute N and P levels in aquatic ecosystems but
 also their stoichiometric balance and call attention to potential
 management implications of high N:P ratios.
description: See methods described in published paper.
description: Excel.
DOI: 10.22008/promice/data/ice_discharge/d/v02/flno5l
title: GIS_coverage-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/x8fas4
title: GIS_D-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/g9pmup
title: GIS_err-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/mgkotf
title: GIS.nc
DOI: 10.22008/promice/data/ice_discharge/d/v02/u0qwix
title: README.txt
DOI: 10.22008/promice/data/ice_discharge/d/v02/9u7et9
title: region_coverage-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/bm02ql
title: region_D-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/qgxn1g
title: region_err-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/xcc6ca
title: region.nc
DOI: 10.22008/promice/data/ice_discharge/d/v02/zr99tq
title: sector_coverage-1.tab
DOI: 10.5061/dryad.fbg79cnxd
title: Small-world complex network generation on a digital quantum processor

description: Quantum cellular automata (QCA) evolve qubits in a quantum circuit
 depending only on the states of their neighborhoods and model how rich
 physical complexity can emerge from a simple set of underlying dynamical
 rules. The inability of classical computers to simulate large quantum
 systems hinders the elucidation of quantum cellular automata, but quantum
 computers offer an ideal simulation platform. Here, we experimentally
 realize QCA on a digital quantum processor, simulating a one-dimensional
 Goldilocks rule on chains of up to 23 superconducting qubits. We calculate
 calibrated and error-mitigated population dynamics and complex network
 measures, which indicate the formation of small-world mutual information
 networks. These networks decohere at fixed circuit depth independent of
 system size, the largest of which corresponding to 1,056 two-qubit gates.
 Such computations may enable the employment of QCA in applications like
 the simulation of strongly-correlated matter or beyond-classical
 computational demonstrations.
description: Data was generated using code residing at:
 https://github.com/ebjones424/qca_nat_comms
description: Data can be processed using code residing at:
 https://github.com/ebjones424/qca_nat_comms
DOI: 10.22008/promice/data/ice_discharge/d/v02/4dfd2h
title: sector_D-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/pcigmh
title: sector_err-1.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/0iocol
title: gate_coverage.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/i1tcjr
title: sector.nc
DOI: 10.22008/promice/data/ice_discharge/d/v02/ypspik
title: gate_D.tab
DOI: 10.5061/dryad.gmsbcc2r1
title: Data from: Multi-night territorial behavior, chorus attendance, and mating success in red-eyed treefrogs

description: For many frog species that aggregate around ponds or streams, chorus
 attendance, the percentage of time or nights a given male is present and
 actively calling at an aggregation, is the strongest documented predictor
 of inter-male variation in reproductive success in the wild. Males are,
 thus, thought to compete via endurance rivalry, where available energetic
 reserves and individual physiology interact to determine chorus tenure.
 Frogs often exhibit territorial behavior within these aggregations, and
 territorial status is likely to influence a male’s rate of energy
 expenditure. While males of several anuran species have been shown to hold
 territories across nights, it is not well understood whether such calling
 site fidelity is correlated with chorus attendance or mating success.
 Using subdermal RFID (PIT) tags, to minimize disturbance to chorus
 structure, we quantified site fidelity, chorus attendance, and mating
 success for all male red-eyed treefrogs (Agalychnis callidryas) within a
 breeding aggregation in Panama across 50 consecutive nights. We found that
 nearly half of these males held territories across nights, that this
 cross-night territorial behavior was highly correlated with chorus
 attendance, and that chorus attendance was, in turn, the strongest
 predictor of male mating success. Males were most faithful to calling
 sites containing vegetation contiguous with adjacent sites and were more
 likely to remain at a site if they were successful in acquiring a mate
 there on the previous night. To our knowledge, this is the first study
 linking male site fidelity to chorus attendance and mating success in
 anurans. While female mate choice is an established driver of lineage
 diversification and the evolution of sexual signals, agonistic
 interactions between males at breeding aggregations are well-documented
 from a wide range of anuran taxa. The relationship between male-male
 interactions and mating success deserves broader research attention among
 anuran species.
description: Twice nightly surveys of a pond to determine the location of
 calling red-eyed treefrogs.  Described in manuscript Methods.
description: Microsoft Excel
DOI: 10.22008/promice/data/ice_discharge/d/v02/bebjcc
title: gate_err.tab
DOI: 10.22008/promice/data/ice_discharge/d/v02/pgw5fc
title: gate.nc
DOI: 10.22008/promice/data/ice_discharge/d/v02/ihqy80
title: GIS_coverage.tab