cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.73n5tb30h
title: Predation on sentinel prey increases with increasing latitude in Brassica-dominated agroecosystems

description: In natural ecosystems, arthropod predation on herbivore prey is higher at
 lower latitudes, mirroring the latitudinal diversity gradient observed
 across many taxa. This pattern has not been systematically examined in
 human-dominated ecosystems, where frequent disturbances can shift the
 identity and abundance of local predators, altering predation rates from
 those observed in natural ecosystems. We investigated the how latitude,
 biogeographical, and local ecological factors influenced arthropod
 predation in Brassica oleracea dominated agroecosystems in 55 plots spread
 among 5 sites in the United States and 4 sites in Brazil, spanning at
 least 15º latitude in each country. In both the United States and Brazil,
 arthropod predator attacks on sentinel model caterpillar prey were highest
 at the highest latitude studied and declined at lower latitudes. The rate
 of increased arthropod attacks per degree latitude was higher in the
 United States and the overall gradient was shifted poleward as compared to
 Brazil. PiecewiseSEM analysis revealed that aridity mediates the effect of
 latitude on arthropod predation and largely explains the differences in
 the intensity of the latitudinal gradient between study countries. Neither
 predator richness, predator density, nor predator resource availability
 predicted variation in predator attack rates. Only greater non-crop plant
 density drove greater predation rates, though this effect was weaker than
 the effect of aridity. We conclude that climatic factors rather than
 ecological community structure shapes latitudinal arthropod predation
 patterns and that high levels of aridity in agroecosystems may dampen the
 ability of arthropod predators to provide herbivore control services as
 compared to natural ecosystems. --
description: Datasets were collected in 2017 at
 on-farm research plots in the United States and
 Brazil. 
description: Excel or LibreOffice
 Calc
DOI: 10.22008/promice/data/ice_discharge/d/v02/1brsyr
title: region_coverage.csv

description: Regional coverage. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/zfigst
title: region_D.csv

description: Regional discharge. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/bygjey
title: region_err.csv

description: Regional error. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/mjpz1h
title: region.nc

description: Regional discharge, coverage, and error. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/1kjb2v
title: sector_coverage.csv

description: Sector coverage. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/8lx0w3
title: sector_err.csv

description: Sector error. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/vj5unq
title: sector_D.csv

description: Sector discharge. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/jv8511
title: gate_coverage.csv

description: Gate coverage. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/ykjbhh
title: sector.nc

description: Sector discharge, coverage, and error. Git hash: 40275a8
DOI: 10.22008/promice/data/ice_discharge/d/v02/hmwtcj
title: gate_D.csv

description: Gate discharge. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/shjbpy
title: gate_err.csv

description: Gate errors. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/vlwhkg
title: gate.nc

description: Gate discharge, coverage, error, and metadata. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/hpelir
title: GIS_D.csv

description: Greenland discharge. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/xmmgyo
title: GIS_coverage.csv

description: Greenland coverage. Git hash: 93f8ed6
DOI: 10.5061/dryad.kkwh70s73
title: Associations of adverse maternal experiences and diabetes on postnatal maternal depression and child social-emotional outcomes in a South African community cohort

description: Previous literature has identified associations between diabetes during
 pregnancy and postnatal maternal depression. Both maternal conditions are
 associated with adverse consequences on childhood development. Despite an
 especially high prevalence of diabetes during pregnancy and maternal
 postnatal depression in low- and middle-income countries, related research
 predominates in high-income countries. In a South African cohort with or
 without diabetes, we investigated associations between adverse maternal
 experiences with postnatal maternal depression and child social-emotional
 outcomes. South African mother-child dyads were recruited from the Bishop
 Lavis community in Cape Town. Participants consisted of 82 mother-child
 dyads (53 women had GDM or type 2 diabetes). At 14–20 months postpartum,
 maternal self-report questionnaires were administered to assess household
 socioeconomic status, food insecurity, maternal depressive symptoms
 (Edinburgh Postnatal Depression Scale (EPDS)), maternal trauma (Life
 Events Checklist), and child social-emotional development (Brief Infant
 Toddler Social Emotional Assessment, Ages and Stages Questionnaires:
 Social-Emotional, Second Edition). Lower educational attainment, lower
 household income, food insecurity, living without a partner, and having
 experienced physical assault were each associated with postnatal maternal
 depressive symptoms and clinical maternal depression (EPDS ≥ 13). Maternal
 postnatal depression, lower maternal educational attainment, lower
 household income, household food insecurity, and living in a single-parent
 household were each associated with child social-emotional problems.
 Stratified analyses revealed maternal experiences (education, income, food
 insecurity, trauma) were associated with postnatal maternal depressive
 symptoms and child social-emotional problems only among dyads with in
 utero exposure to diabetes. Women with pre-existing diabetes or
 gestational diabetes in LMIC settings should be screened for
 health-related social needs to reduce the prevalence of depression and to
 promote child social-emotional development.
DOI: 10.22008/promice/data/ice_discharge/d/v02/mzx6tm
title: GIS_err.csv

description: Greenland error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/w5mrme
title: GIS.nc

description: Greenland discharge, coverage, and error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/cxj696
title: README.txt

description: README. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/xlzof0
title: region_coverage.csv

description: Regional coverage. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/ndd98k
title: region_D.csv

description: Regional discharge. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/vrbvla
title: region_err.csv

description: Regional error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/xxzeaq
title: region.nc

description: Regional discharge, coverage, and error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/j5pyp5
title: sector_coverage.csv

description: Sector coverage. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/uerktf
title: sector_err.csv

description: Sector error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/yfbemu
title: sector_D.csv

description: Sector discharge. Git hash: 93f8ed6
DOI: 10.5061/dryad.gqnk98sr6
title: Nonnative fish facilitate nonnative snails and alter food web structure in experimental pond communities

description: 1. Contemporary ecosystems commonly support multiple nonnative species,
 which can alter community structure and interact with one another directly
 and indirectly. Novel interactions between invasive species can result in
 the facilitation or suppression of one or both invaders, making it
 important to understand the underlying mechanisms that affect invasion
 outcomes.    2. Goldfish (Carassius auratus) and Chinese
 mystery snails (Cipangopaludina chinensis) are freshwater species that
 have been introduced widely through the aquarium trade and co-occur in
 their nonnative ranges. We used an outdoor mesocosm experiment to assess
 separate and combined effects of goldfish and mystery snails on pond
 community structure and to investigate whether goldfish and mystery snails
 affected one another positively, neutrally, or negatively. We predicted
 that the distinct trophic levels of each species and the anti-predator
 traits of mystery snails would lead to positive interactions between
 invaders and synergistic effects on the aquatic community.  3.
 Goldfish directly increased turbidity and decreased floating filamentous
 algae, zooplankton, juvenile native snails, and survival of amphibians via
 consumptive effects. Goldfish indirectly increased attached periphyton,
 phytoplankton, and body size of surviving native green frogs (Lithobates
 clamitans) through trophic cascades and/or release from competition.
 Mystery snails had more subtle effects, including reducing growth rates of
 native gray tree frogs (Hyla versicolor), likely through competitive
 interactions.  4. With goldfish present, mystery snails showed
 increased reproductive success (higher total biomass of juveniles), likely
 due to indirect competitive release from other herbivores. In contrast to
 their effects on native snails, goldfish did not consume juvenile mystery
 snails, likely due to their unique traits (e.g., large size and shell
 thickness). Mystery snails slightly reduced goldfish growth but did not
 affect their survival.   5. These results suggest
 unidirectional facilitation between invaders via indirect changes in the
 food web. Overall, our study found strong direct and indirect effects of
 invasive aquarium species, particularly goldfish, and provides
 experimental support for the invasional meltdown hypothesis within urban
 waterbodies, which are especially prone to invasions.
DOI: 10.22008/promice/data/ice_discharge/d/v02/hob6bp
title: gate_coverage.csv

description: Gate coverage. Git hash: 5e2d9e9
DOI: 10.22008/promice/data/ice_discharge/d/v02/uxluk6
title: sector.nc

description: Sector discharge, coverage, and error. Git hash: 93f8ed6
DOI: 10.22008/promice/data/ice_discharge/d/v02/jx92wf
title: gate_D.csv

description: Gate discharge. Git hash: 5e2d9e9
DOI: 10.22008/promice/data/ice_discharge/d/v02/el70lf
title: gate_err.csv

description: Gate errors. Git hash: 5e2d9e9
DOI: 10.22008/promice/data/ice_discharge/d/v02/mi06m8
title: gate.nc

description: Gate discharge, coverage, error, and metadata. Git hash: 5e2d9e9
DOI: 10.5061/dryad.05qfttf5f
title: Code and data for: Decoupling channel count from field-of-view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery

description: Significance Near-infrared fluorescence image-guided surgery is often
 thought of as a spectral imaging problem where the channel count is the
 critical parameter, but it should also be thought of as a multiscale
 imaging problem where the field-of-view and spatial resolution are
 similarly important. Aim Conventional imaging systems based on
 division-of-focal-plane architectures suffer from a strict relationship
 between the channel count on one hand and the field-of-view and spatial
 resolution on the other, but bioinspired imaging systems that combine
 stacked photodiode image sensors and long-pass/short-pass filter arrays
 offer a weaker tradeoff. Approach In this paper, we explore how the
 relevant changes to the image sensor and associated image processing
 routines affect image fidelity during image-guided surgeries for tumor
 removal in an animal model of breast cancer and nodal mapping in women
 with breast cancer. Results We demonstrate that a transition from a
 conventional imaging system to a bioinspired one, along with optimization
 of the image processing routines, yields improvements in multiple measures
 of spectral and textural rendition relevant to surgical decision-making.
 Conclusions These results call for a critical examination of the devices
 and algorithms that underpin image-guided surgery to ensure that surgeons
 receive high-quality guidance and patients receive high-quality outcomes
 as these technologies enter clinical practice.
description: The steps used to collect and process the data in this dataset
 have been documented in the associated manuscript.
description: The information needed to use the data in this dataset has been
 provided in the associated README files.
DOI: 10.22008/promice/data/ice_discharge/d/v02/2qbvbu
title: GIS_D.csv

description: Greenland discharge. Git hash: 5e2d9e9
DOI: 10.22008/promice/data/ice_discharge/d/v02/skg3rf
title: GIS_coverage.csv

description: Greenland coverage. Git hash: 5e2d9e9
DOI: 10.22008/promice/data/ice_discharge/d/v02/6fhznv
title: GIS_err.csv

description: Greenland error. Git hash: 5e2d9e9
DOI: 10.15468/dl.7mev78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leuciscus idus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034939-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615029
title: GMT file for Rattus norvegicus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.qpgbe9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.3688 23.99913, -107.2188 23.99913, -107.2188 24.14913, -107.3688 24.14913, -107.3688 23.99913))"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034940-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615030
title: GMT file for Saccharomyces cerevisiae pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615031
title: GMT file for Solanum lycopersicum pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615032
title: GMT file for Sus scrofa pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615033
title: GMT file for Zea mays pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615034
title: GPML files for Acetobacterium woodii pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615037
title: GPML files for Anopheles gambiae pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615040
title: GPML files for Arabidopsis thaliana pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615041
title: GPML files for Bacillus subtilis pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.nes65t
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((81 33, 83 33, 83 35, 81 35, 81 33))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034942-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615043
title: GPML files for Beta vulgaris pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.rwd6fx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leuciscus leuciscus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034943-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615044
title: GPML files for Bos taurus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615045
title: GPML files for Brassica napus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615050
title: GPML files for Caenorhabditis elegans pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615051
title: GPML files for Canis familiaris pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.397y8d
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.2188 23.99913, -107.0688 23.99913, -107.0688 24.14913, -107.2188 24.14913, -107.2188 23.99913))"
 ]
}

 The dataset includes 755 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034944-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615054
title: GPML files for Citrus sinensis pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615056
title: GPML files for Coffea arabica pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615059
title: GPML files for Danio rerio pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.7718803
title: GPML files for Danio rerio pathways

description: Monthly data release from WikiPathways.org
DOI: 10.34740/kaggle/dsv/13739662
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17615062
title: GPML files for Drosophila melanogaster pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615064
title: GPML files for Equus caballus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615065
title: GPML files for Escherichia coli pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615052
title: GPML files for Caulobacter vibrioides pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615068
title: GPML files for Gallus gallus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615069
title: GPML files for Gibberella zeae pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.cpe5w2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limia vittata",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034945-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615076
title: GPML files for Homo sapiens pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615077
title: GPML files for Hordeum vulgare pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.rvpdc6
title: Occurrence Download

description: A dataset containing 1035 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.0688 23.99913, -106.9188 23.99913, -106.9188 24.14913, -107.0688 24.14913, -107.0688 23.99913))"
 ]
}

 The dataset includes 1035 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034947-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17615081
title: GPML files for Ilex paraguariensis pathways

description: Monthly data release from WikiPathways.org
DOI: 10.15468/dl.kutp3h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((83 33, 85 33, 85 35, 83 35, 83 33))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034946-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615084
title: GPML files for Mus musculus pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615085
title: GPML files for Mycobacterium tuberculosis pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615088
title: GPML files for Oryza sativa pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615089
title: GPML files for Pan troglodytes pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17615091
title: GPML files for Paullinia cupana pathways

description: Monthly data release from WikiPathways.org
DOI: 10.5281/zenodo.17614964
title: Underwater images collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-02-16

description: This dataset was collected by a Kite surf in Le-Morne-La-Pointe, Mauritius - 2019-02-16. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.5281/zenodo.17615092
title: GPML files for Perilla frutescens pathways

description: Monthly data release from WikiPathways.org