cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17877059
title: UAV Mapping flights of the outer area of DRZ

description:  










This dataset contains top-down drone images of the outdoor area of DRZ captured on multiple flight days. 

Data are available for the following acquisition dates:



2024-06-11: RGB orthophotos only, but provided in multiple dataset-size variants

2025-10-22: RGB orthophotos and corresponding thermal orthophotos.

2025-10-31: RGB orthophotos and corresponding thermal orthophotos.

2026-01-28: RGB orthophotos and corresponding thermal orthophotos under different environmental conditions, including:



snow cover (~3 cm)

active fire sources (gas burner area and campfire)

artificial fog (fog machine)




All imagery was acquired using a DJI Matrice 30T UAV platform.

Each photo includes image metadata, including:



GNSS/GPS information (latitude, longitude, and altitude above mean sea level),

Camera parameters (manufacturer, model, aperture, exposure time, and related settings),

Acquisition timestamp


The images were collected and used in the context of the EU project CREXDATA. The dataset can be used, for example, to generate digital surface models (DSMs) and 3D reconstructions with tools such as WebODM, as well as to train neural radiance fields (NeRFs).
DOI: 10.5281/zenodo.18390402
title: UAV Mapping flights of the outer area of DRZ

description:  










This dataset contains top-down drone images of the outdoor area of DRZ captured on multiple flight days. 

Data are available for the following acquisition dates:



2024-06-11: RGB orthophotos only, but provided in multiple dataset-size variants

2025-10-22: RGB orthophotos and corresponding thermal orthophotos.

2025-10-31: RGB orthophotos and corresponding thermal orthophotos.

2026-01-28: RGB orthophotos and corresponding thermal orthophotos under different environmental conditions, including:



snow cover (~3 cm)

active fire sources (gas burner area and campfire)

artificial fog (fog machine)




All imagery was acquired using a DJI Matrice 30T UAV platform.

Each photo includes image metadata, including:



GNSS/GPS information (latitude, longitude, and altitude above mean sea level),

Camera parameters (manufacturer, model, aperture, exposure time, and related settings),

Acquisition timestamp


The images were collected and used in the context of the EU project CREXDATA. The dataset can be used, for example, to generate digital surface models (DSMs) and 3D reconstructions with tools such as WebODM, as well as to train neural radiance fields (NeRFs).
DOI: 10.5061/dryad.8cz8w9gr4
title: Transcriptional analysis in TNFdeltaARE mice to study progression of Crohn's-ileitis and assess relative benefits of global TNF blockade versus TNFR1 targeted modulation

description: Background and Aims: Crohn’s disease is a debilitating chronic
 inflammatory disorder of the mammalian gastrointestinal tract. While
 current therapeutic interventions using anti-TNF biologics show long-term
 benefit in up to half of the patients, broadly effective approaches are
 still needed. This study focused on the role of the TNF receptor 1 (TNFR1)
 in disease pathogenesis in a TNF-driven model of ileitis, and the relative
 benefits of global TNF blockade versus TNFR1-targeted modulation. Methods:
 We studied genetically engineered TNFDAU-rich element (ARE)/+ (TNFdARE)
 mice, which develop progressive ileitis, with similarities to Crohn’s
 ileitis in humans. Histopathological analysis and gene expression
 profiling was used to characterize the progression of disease in 5 to
 16-week old TNFdARE mice. In addition, we studied mice with TNFR1
 hemizygosity (TNFdARE/R1het) to assess gene dosage effects on disease
 pathogenesis. Transcriptional profiling, at various ages, established
 inflection points in disease progression; upregulation in inflammatory
 gene expression at 8 weeks and a plateau in activity after 10 weeks, were
 used to select the start and endpoints, respectively, of treatment using
 global TNF blockade biologic Infliximab and the TNFR1-specific drug
 XPro1595. Differences in the recruitment of immune cells in the small
 intestinal lamina propria of TNFdARE and TNFdARE/R1het mice were assessed
 using flow cytometry. Results: TNFdARE/R1het mice proved to have a
 surprisingly stable long term protection from disease, which was
 associated with decreased recruitment of CD11bhiF4/80lo monocytes and
 CD11bhiLy6Ghi neutrophils in the small intestinal lamina propria,
 suggesting an important role of TNFR1 signaling in disease pathogenesis,
 and indicating potential benefit from TNFR1-specific intervention.
 Treatment with Infliximab and XPro1595 both showed a significant reduction
 of disease in TNFdARE mice, with a similar degree of benefit. Importantly,
 these beneficial effects were greatly surpassed by hemizygosity at the
 TNFR1 locus. Conclusions: Treatment with either Infliximab or XPro1595
 produced strong protection from ileitis in TNFdARE mice. However,
 hemizygosity at the TNFR1 locus in TNFdARE mice showed far better
 protection, implicating TNFR1 signaling as a key mediator of TNF-driven
 disease.
DOI: 10.7272/q6cv4fzj
title: Deep phenotypic analysis of blood and lymphoid T and NK cells from HIV+ controllers and non-controllers

description: T and natural killer (NK) cells are important effector cells with key
 roles in anti-HIV immunity, including in lymphoid tissues which is the
 major site of HIV persistence. In this study, we used 42-parameter CyTOF
 to conduct deep phenotyping of paired blood- and lymph node (LN)-derived T
 and NK cells from three groups of HIV+ aviremic individuals: elite
 controllers, and ART-suppressed individuals who had started therapy during
 chronic vs. acute infection, that latter of which are associated with
 improved treatment outcome. We found that acute-treated individuals are
 enriched for specific subsets of T and NK cells, including blood-derived
 CD56-CD16+ NK cells previously associated with HIV control, and LN-derived
 CD4+ T follicular helper cells with heightened expansion potential. An
 in-depth comparison of the features of the cells from blood vs. LN of
 individuals from our cohort revealed that T cells from blood were more
 activated than those from LNs. By contrast, LNs were enriched for
 follicle-homing CXCR5+ CD8+ T cells, which expressed increased levels of
 inhibitory receptors and markers of survival and proliferation as compared
 to their CXCR5- counterparts. In addition, a subset of memory-like
 CD56brightTCF1+ NK cells was enriched in LNs relative to blood. These
 results together suggest unique T and NK cell features in acute-treated
 individuals, and highlight the importance of examining effector cells not
 only in blood but also the lymphoid tissue compartment where the reservoir
 mostly persists, and where these cells take on distinct phenotypic
 features.
DOI: 10.34740/kaggle/dsv/14647441
title: World Weather Repository ( Daily Updating )
DOI: 10.25338/b8sw6v
title: A unified approach to quantifying the key greenhouse gas emissions, air pollutant emissions, and water demand in concrete production

description: The objective of this study is to develop a cohesive, unified dataset of
 life cycle inventories needed to quantify the effects of material, energy,
 waste, and emission flows on the environmental impacts of concrete. In
 this work, a set of environmental impact assessment models that capture
 specific materials and technologies used in the production of cement and
 concrete in California is developed. The models developed will consider
 greenhouse gas (GHG) emissions, air pollutant emissions (namely, NOX, SOX,
 PM2.5, PM10, VOCs, and CO), and water demands (both water consumption and
 water withdrawals) for the key components of cement and concrete
 production in California. The structure of the data will allow for the
 tailoring of inputs to capture variations in different regions around the
 world, allowing for the assessment of imported constituents.
description: Data are based on the academic and grey literature. References
 and methods for determining inputs are in the attached files.
description: Data are limited to values found by the authors and are not
 necessarily representative of consistent or specific spatial or temporal
 attributes.
DOI: 10.5061/dryad.gmsbcc2p8
title: Data for synergistic and antagonistic interactions between Varroa destructor mites and neonicotinoid insecticides in male Apis mellifera honey bees

description: Pressures from multiple, sometimes interacting, stressors can have
 negative consequences to important ecosystem-service providing species
 like the western honey bee (Apis mellifera). The introduced parasite
 Varroa destructor and the neonicotinoid class of insecticides each
 represent important, nearly ubiquitous biotic and abiotic stressors to
 honey bees, respectively. Previous research demonstrated that they can
 synergistically interact to negatively affect non-reproductive honey bee
 female workers, but no data exist on how concurrent exposure may affect
 reproductive honey bee males (drones). This is important, given that the
 health of reproductive females (queens), possibly because of poor mating,
 is frequently cited as a major driver of honey bee colony loss. To address
 this, known age cohorts of drones were obtained from 12 honey bee colonies
 – seven were exposed to field-relevant concentrations of two
 neonicotinoids (4.5 ppb thiamethoxam and 1.5 ppb clothianidin) during
 development via supplementary pollen patties; five colonies received
 patties not spiked with neonicotinoids. Artificially emerged drones were
 assessed for natural V. destructor infestation, weighed, and then
 allocated to the following treatment groups: 1. Control, 2. V. destructor
 only, 3. Neonicotinoid only, and 4. Combined (both mites and
 neonicotinoid). Adult drones were maintained in laboratory cages alongside
 attendant workers (1 drone : 2 worker ratio) until they have reached
 sexual maturity after 14 days so sperm concentration and viability could
 be assessed. The data that V. destructor and neonicotinoids interacted
 synergistically to negatively affect adult drone survival, but that they
 interacted antagonistically on emergence mass. Although sample sizes were
 too low to assess the effects of V. destructor and combined exposure on
 sperm quality, we observed no influence of neonicotinoids on sperm
 concentration or viability. Our findings highlight the diverse effects of
 concurrent exposure to stressors on honey bees, and suggest that V.
 destructor and neonicotinoids can severely effect the number of sexually
 mature adult drones available for mating.
DOI: 10.5061/dryad.8kprr4xpm
title: Characterizing North American Ipomoea grandifolia (Convolvulaceae), a member of Ipomoea series batatas

description: Species in the genus Ipomoea are often difficult to identify due to their
 similar morphologies and their ability to hybridize with one another. An
 undescribed North American Ipomoea morphotype in series Batatas, referred
 here as Ipomoea Carolina morphotype, was found to be morphologically,
 genetically, and reproductively isolated from other locally co-occurring
 Ipomoea species. A previous phylogenetic analysis that included a broader
 sampling of species in Ipomoea series Batatas suggested that Ipomoea
 Carolina morphotype may be Ipomoea grandifolia, a species described as
 found only in South America. To evaluate these findings, we tested
 intrinsic cross-compatibility between Ipomoea Carolina morphotype and I.
 grandifolia as well as with three other co-localizing North American
 Ipomoea species – Ipomoea cordatotriloba, Ipomoea lacunosa, and Ipomoea
 leucantha. We also examined genetic differentiation using single
 nucleotide polymorphisms from leaf transcriptomes from multiple
 individuals of all five species and several outgroup species. We find no
 cross-incompatibility and little genetic differentiation between Ipomoea
 Carolina morphotype and Ipomoea grandifolia, suggesting that Ipomoea
 Carolina morphotype is a representative of Ipomoea grandifolia. This
 finding raises additional questions about the origins of Ipomoea
 grandifolia in North America and how its disjunct distribution could play
 a role in the divergence of Ipomoea grandifolia in the future.
description: We made pairwise crosses between individuals of these species:
 <em>Ipomoea </em>Carolina
 morphotype<em>, </em><em>Ipomoea
 grandifolia,</em> <em>Ipomoea
 cordatotriloba</em>,<em> Ipomoea lacunosa</em>, and
 <em>Ipomoea leucantha </em>to examine cross-compatibility in
 the form of seed set. We calculated summary statistics and fitted linear
 models to test for any reproductive barriers to seed set.
 We also examined genetic differentiation using single nucleotide
 polymorphisms (SNPs) from leaf transcriptomes from multiple individuals of
 all five species and several outgroup species. We extracted RNA, had
 libraries made and sequenced, aligned all reads to the <em>I.
 lacunosa</em> draft genome, called SNPs, and performed cluster
 analyses in the form of PCA, neighbor-joining trees, and fastSTRUCTURE and
 ADMIXTURE.
description: Most files, datasets, and scripts, can be found
 on https://github.com/itliao/Grandifolia (also via the linked zenodo URL).
 All other files are found here, found in dryadREADME.txt.
 In all raw files,<em> Ipomoea </em>Carolina
 morphotype is referred as <em>Ipomoea
 "austinii."</em>
DOI: 10.25338/b8p62h
title: Data for: Effects of physical impairments on fitness correlates of the white-footed mouse, Peromyscus leucopus

description: Physical impairments are widely assumed to reduce viability of individual
 animals, but their impacts on individuals within natural populations of
 vertebrates are rarely quantified. By monitoring wild populations
 of white-footed mice over 26 years, we assessed whether missing or
 deformed limbs, tail, or eyes influenced the survival, body mass,
 movement, and ectoparasite burden of their bearers. Of the 27,244
 individuals monitored, 543 (2%) had visible physical
 impairments. Persistence times (survival) were similar between
 mice with and without impairments. Mice with eye and tail
 impairments had 5% and 6% greater mass, respectively, than unimpaired
 mice. Mice with tail impairments had larger home ranges than did
 unimpaired mice. Burdens of black-legged ticks (Ixodes
 scapularis) were higher among mice with tail and limb impairments while
 burdens of bot fly larvae (Cuterebra) were higher among mice with
 cataracts compared to mice without impairments. Our findings do not
 support the presupposition that physical impairments reduce viability in
 their bearers and are inconsistent with the devaluation of impaired
 individuals that pervaded early thinking in evolutionary biology.
DOI: 10.5061/dryad.k98sf7m6r
title: Data and files for: Decoupling cooperation and punishment in humans shows that punishment is not an altruistic trait

description: Economic experiments have suggested that cooperative humans will
 altruistically match local levels of cooperation (‘conditional
 cooperation’) and pay to punish non-cooperators (‘altruistic punishment’).
 Evolutionary models have suggested that if altruists punish non-altruists
 this could favour the evolution of costly helping behaviours (cooperation)
 among strangers. An often-key requirement is that helping behaviours and
 punishing behaviours form one single, conjoined trait (‘strong
 reciprocity’). Previous economics experiments have provided support for
 the hypothesis that punishment and cooperation form one conjoined,
 altruistically motivated, trait. However, such a conjoined trait may be
 evolutionarily unstable, and previous experiments have confounded a fear
 of being punished with being surrounded by cooperators, two factors that
 could favour cooperation. Here, we experimentally decouple the fear of
 punishment from a cooperative environment and allow cooperation and
 punishment behaviour to freely separate (420 participants). We show, that
 if a minority of individuals are made immune to punishment, they (1) learn
 to stop cooperating on average despite being surrounded by high levels of
 cooperation, contradicting the idea of conditional cooperation; and (2)
 often continue to punish, ‘hypocritically’, showing that cooperation and
 punishment do not form one, altruistically motivated, linked trait.
description: A laboratory experiment conducted in z-Tree using behavioural
 economics to investige human social behaviours at the University of
 Lausanne Switzerland.
description: All the rawdata files produced by the z-Tree software and R code
 analysis file are included, along with a readme. All
 the experimental files can also be found on Zenodo or our Open Science
 Framework (OSF) link: https://osf.io/37gvu/
DOI: 10.5061/dryad.k3j9kd588
title: Berberocarum, a new genus from the High Atlas Mountains (Morocco), with notes on some NW African Umbelliferae-Apioideae

description: In the Northwest Africa (Morocco), Carum is represented by 6 species,
 which belong to little known taxa of Umbelliferae (Apiaceae). In order to
 clarify the relationships of these species within Carum, we have conducted
 detailed morphological studies and molecular sequence analysis based on
 the nuclear DNA internal transcribed spacer (ITS) and plastid rps16 intron
 (rps16) region for four species, namely C. atlanticum, C. jahandiezii, C.
 lacuum and C. proliferum. According to molecular data, Moroccan Carum
 species form three isolated evolutionary lines distant from that of the
 generitype C. carvi. The morphological study shows that fruits of C.
 atlanticum belong to a carpological type markedly different from that of
 other Carum species. Based on the correlation of obtained carpological and
 molecular data, we have proposed to separate C. atlanticum to a new
 monotypic genus Berberocarum, endemic to the High Atlas Mountains.
DOI: 10.5061/dryad.76hdr7sxv
title: Shorter CWR cycling tests as proxies for longer tests in highly trained cyclists

description: Severe-intensity constant work rate (CWR) cycling tests simulate the
 high-intensity competition environment and are useful for monitoring
 training progression and adaptation, yet impose significant physiological
 and psychological strain, require substantial recovery, and may disrupt
 athlete training or competition preparation. A brief, minimally fatiguing
 test providing comparable information is desirable. Purpose: To determine
 whether physiological variables measured during, and functional decline in
 maximal power output immediately after, a 2-min CWR test can act as a
 proxy for 4-min test outcomes. Methods: Physiological stress (V̇O2
 kinetics, heart rate, blood lactate concentrations ([La-]b)) was monitored
 and performance fatigability was estimated (as pre-to-post-CWR changes in
 10-s sprint power) during 2- and 4-min CWR tests in 16 high-level cyclists
 (V̇O2peak=64.4±6.0 ml∙kg-1∙min-1). The relationship between the 2- and
 4-min CWR tests and the physiological variables that best relate to the
 performance fatigability were investigated. Results: The 2-min CWR test
 evoked a smaller decline in sprint mechanical power (32% vs. 47%,
 p&lt;0.001). Both the physiological variables (r=0.66-0.96) and sprint
 mechanical power (r=0.67-0.92) were independently and strongly correlated
 between 2- and 4-min tests. Differences in V̇O2peak and [La-]b in both CWR
 tests were strongly associated with the decline in sprint mechanical
 power. Conclusion: Strong correlations between 2- and 4-min
 severe-intensity CWR test outcomes indicated that the shorter test can be
 used as a proxy for the longer test. A shorter test may be more practical
 within the elite performance environment due to lower physiological stress
 and performance fatigability and should have less impact on subsequent
 training and competition preparation.
DOI: 10.5061/dryad.0zpc866z6
title: Population dynamics of the glacial relict amphipod Monoporeia affinis in a subarctic lake

description: Seasonal and interannual (2002–2019) variations in the abundance (ind.
 m-2) and population structure of the glacial relict amphipod Monoporeia
 affinis in a small subarctic Lake Krivoe (North-West of the Russian
 Federation) are presented. The study site (66⁰ 20.774′ N and 33⁰
 37.77′ E) was situated in the sublittoral zone at the depth of 8.5 m.
 Materials were collected from June 2002 to December 2019 mainly during the
 ice-free period (late May – October) as a rule, 4–5 times a
 season.  In addition, the next data sets used in interpretation
 of population dynamics are presented: (1) Changes in mean near- bottom
 (7–8 m) temperature (± range) and mean chlorophyll a (0–7 m) concentration
 (µg l-1) gat study site during open-water period (May – October) in
 2002–2019. (2) Changes in mean annual abundance (ind. m-2) of main
 macrobenthic taxa at study site in 2002–2019.
description: Materials were collected at one site (depth 8.5 m) from 2002 to
 2019 mainly during the ice-free period (late May – October) as a rule, 4–5
 times a season. Benthic samples were taken by standard Van-Veen grab (area
 0.025 m<sup>2</sup>) in five replicates and were sieved
 through a screen with mesh sizes of 0.25 mm. In the laboratory, all
 macroinvertebrates were sorted and preserved in 70% ethanol. To estimate
 the age structure of Monoporeia affinis population, the body length
 (distance between rostrum and telson base) of preserved amphipods was
 later measured to the nearest 0.1 mm. Altogether about 4 000 (that is 50
 individuals per sampling occasion) amphipods were measured. The age groups
 were separated subjectively based on histograms of length-frequency
 distribution.<br> Near-bottom (7–8 m) temperature during the
 ice-free period was measured on a biweekly or monthly basis. The mean
 temperature was calculated by integrating these data. The concentration of
 chlorophyll from 2010 was obtained from monthly integral water column
 samples (0–7m) collected by Ruttner bottle from May to October. The
 earlier (2002–2009) data are average annual values accepted from Maximov
 et al. (2021). In both cases, the concentration of chlorophyll a was
 measured using standard technique (UNESCO 1966). The mean concentration
 (±standard error) of concentration chlorophyll a was calculated by pooling
 water samples taken at study site during open-water period. Earlier
 published data of 2002–2009 are presented without standard errors because
 seasonal data series are not available.
description: The readme file contains an explanation of each of the variables
 in the dataset, its measurement units.