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3,225 results for “Case of study”
Strategic Game Theory Analysis of Digitalization in Raw Materials Manufacturing: A Case Study of China and Implications for Public Policy
Open the record for dataset details and reuse information.
Controlling effect of sliding zone soil on rainfall-triggered accumulation landslide in Qinling-Bashan Mountains – a typical case study
<p>The document contains the original data of the physical and mechanical tests of the slip soil in the research paper. It mainly includes the following five tables:</p> <p>Table 1 Physical properties of the soil samples;</p> <p>Table 2 Experimental scheme of ring shear tests;</p> <p> Table 3 Loading scheme of the creep test;</p> <p>Table 4 Long-term strength of specimens under different conditions;</p> <p>Table 5 Parameters of geotechnical materials used in the numerical model.</p>
SHOWCASE Task 2.7 Biodiversity Indicators maps for the Hungarian case study area (Kiskunság)
<p>The data set <span>for the SHOWCASE Task 2.7 Hungarioan case study area of Kiskunság </span>encompasses 48 raster maps at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:</p> <ol> <li>Wild bees abundance (WBA)</li> <li>Wild bees species richness (WBR)</li> <li>Spider abundance (SpA)</li> <li>Spider species richness (SpR)</li> <li>Vascular plants species richness (PlaR)</li> <li>Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)</li> </ol> <p>Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: arable land.</p>
SHOWCASE Task 2.7 Biodiversity Indicator maps for the Portuguese case study area (Evora, Portel, Cuba, Vidigueira and Beja)
<p>The data set <span>for the SHOWCASE Task 2.7 Portuguese<span> </span>case study area of the Municipalities of <span>Evora, Portel, Cuba, Vidigueira and Beja</span><span> </span></span>encompasses 48 raster maps (GEOTIF format) at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:</p> <ol> <li>Wild bees abundance (WBA)</li> <li>Wild bees species richness (WBR)</li> <li>Spider abundance (SpA)</li> <li>Spider species richness (SpR)</li> <li>Vascular plants species richness (PlaR)</li> <li>Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)</li> </ol> <p>Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: permanent crops (olive orchards).</p>
SHOWCASE Task 2.7 Biodiversity Indicator maps for the Spanish case study area (Guadalquivida)
<p>The data set <span>for the SHOWCASE Task 2.7 Spanish case study area of Guadalquivida </span>encompasses 48 raster maps (GEOTIF format) at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:</p> <ol> <li>Wild bees abundance (WBA)</li> <li>Wild bees species richness (WBR)</li> <li>Spider abundance (SpA)</li> <li>Spider species richness (SpR)</li> <li>Vascular plants species richness (PlaR)</li> <li>Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)</li> </ol> <p>Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: permane crops (stone fruit orchards)</p>
SHOWCASE Task 2.7 Biodiversity Indicator maps for the Swiss case study area (Solothurn)
<p>The data set for the SHOWCASE Task 2.7 Swiss case study area of Solothurn encompasses 48 raster maps (GEOTIF format) at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:</p> <ol> <li>Wild bees abundance (WBA)</li> <li>Wild bees species richness (WBR)</li> <li>Spider abundance (SpA)</li> <li>Spider species richness (SpR)</li> <li>Vascular plants species richness (PlaR)</li> <li>Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)</li> </ol> <p>Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: arable land.</p>
SHOWCASE Task 2.7 Biodiversity Indicator maps for the Dutch case study area (Zuid-Limburg)
<p>The data set for the SHOWCASE Task 2.7 Dutch case study area of Zuid Limburg encompasses 48 raster maps (GEOTIF format) at 10 m resolution (Reference system EPSG:3035) for the following 0-1 normalised biodiversity indicators:</p> <ol> <li>Wild bees abundance (WBA)</li> <li>Wild bees species richness (WBR)</li> <li>Spider abundance (SpA)</li> <li>Spider species richness (SpR)</li> <li>Vascular plants species richness (PlaR)</li> <li>Composite Biodiversity Indicator (BioDiv: 0-1 normalised sum of the indicators 1-5)</li> </ol> <p>Each indicator was predicted and mapped for two seasons (r1 and r2) in two years (2022 and 2023) under two management scenarios (control "treatmentiszero", and intervention "treatmentisone"). Target land use: arable land</p>
D.2.4_ProbeField_Field Measurements Examples Over 5 Case Studies_V1
<p>This dataset comprises pre-processed field spectra, including 132 Bare Fiber and 29 SoilPRO® spectra collected from five distinct sites representing various applications. The SoilPRO® (SP) apparatus is specifically designed to measure the reflectance of undisturbed soil surfaces, with the portable spectrometers operating in the 350–2500 nm range, integrated into a fixed geometry setup with stable tungsten-halogen illumination. Due to the high stability of the SoilPRO® apparatus, each spectrum represents the average reflectance from three repetitions. Alongside spectral acquisition, several soil surface properties were measured, including hydrophobicity, measurement stability relative to the Contact Probe and Bare Fiber, and spatial variation across an extensive calibration area (1000 m²). The dataset also includes measurements of soil reflectance under low solar elevation conditions near the South Pole. Average spectra obtained with the SP apparatus for different bare soil surface covers and the comparison with spectra obtained with the Bare Fiber are also included.</p>
AnnData object for case study tutorials
<p>This dataset works for the Filter, Plot & Explore tutorial: https://training.galaxyproject.org/training-material/topics/single-cell/tutorials/scrna-case_basic-pipeline/tutorial.html</p>
Bridging the gap between total peroxyl radical observations and models by measuring OH reactivity to improve estimates of ozone production: a case study from the 24th Winter Olympics Games-
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Physical and biological constraints on the capacity for life-history expression of anadromous salmonids: an Eel River, California, case study
Recovery of anadromous salmonid populations is complicated by the fact that these fish have complex life-histories. Habitat valuation and capacity methods need to account for spatiotemporal variability in temperature, geomorphic features, and a species' thermal sensitivity mediated by biological interactions. We examined this interplay in a case study of steelhead trout (<i>Oncorhynchus mykiss</i>) and Chinook Salmon (<i>O. tshawytscha</i>) in California's Eel River watershed. We estimated habitat suitability and fish capacity for each salmonid run and freshwater life stage during average, cool, and warm years in each of the watershed's subbasins, including a high-elevation subbasin upstream of an impassable dam. Our estimates varied depending on whether we accounted for exposure to the Sacramento pikeminnow (<i>Ptychocheilus grandis</i>), an introduced predator/competitor. Our results indicate that the dammed subbasin could provide an important cool-water refuge during warm years and from pikeminnow, potentially improving the productivity and resilience of multiple anadromous salmonid populations. Our approach can be applied in any setting where spatially explicit habitat metrics can be estimated and population specific and life-stage specific habitat criteria can be specified.
Table S2: In Anorexia as a new type of adverse reaction caused by the COVID-19 vaccination: a case study applying detailed personal care records
<p><strong>Table S2</strong> Representative continuous care and vital data since April 2019 admission to August 2021 exit by participant death, and May to June data interrupting 2 June of COVID-19 vaccine injection were described in detail. 5 pre-injection disorder datasets were also included.</p>
What can be learned from fishers' perceptions for fishery management planning? Case study insights from Sainte-Marie, Madagascar
<p>Local support is critical to the success and longevity of fishery management initiatives. Previous research suggests that how resource users perceive ecological changes, explain them, and cope with them, influences local support. The objectives of this study were two-fold. First, we collated local fishers' knowledge to characterize the long-term socio-ecological dynamics of the small-scale fishery of Sainte-Marie Island, in Madagascar. Second, we empirically assessed the individual- and site-level factors influencing support for fishery restrictions. Our results indicate that fishers observed a decline in fish abundance and catch sizes, especially in nearshore areas; many also perceived a reduction in fish sizes and the local disappearance of species. To maintain their catches, most fishers adapted by fishing harder and further offshore. Accordingly, fishers identified increased fishing effort (number of fishers and gear evolution) as the main cause of fishery changes. Collectively, our results highlight that the transition from a subsistence to commercial fishery, and resulting changes in the relationship between people and the fisheries, was an underlying driver of fishery changes. Additionally, we found that gender, membership to local associations, coping mechanisms, and perceptions of ecological health, were all interlinked and significantly associated with conservation-oriented attitudes. Conservation-oriented attitudes, however, were not associated with fishers' willingness to decrease fishing. In the short-term, area-based restrictions could contribute to building support for conservation. In the long-term, addressing the underlying causes of the decline will necessitate collaborations among the various groups involved to progressively build livelihood flexibility. Collectively, our study provides additional insights on the individual- and site-level factors influencing support for fishery restrictions. It also highlights the importance of dialoguing with fishers to ensure that fishery management plans are adapted to the local context.</p>
Case studies used in the test of the MCDA-MSS for energy systems analysis, described according to its 156 features
<p>Case studies used in the test of the MCDA-MSS, described according to its 156 features.</p>
Datasets accompanying the book Bulgarians' fight against inflation A case study in economics' (poor) understanding of post-socialism (2022) by Fabio Ashtar Telarico
<p>The datasets in this repository provide all the data used in the charts contained in the book <em>Bulgarians’ fight against inflation A case study in economics’ (poor) understanding of post-socialism</em> (2022) by Fabio Ashtar Telarico published by Lambert Academic Publishing, Chisnau.</p>
HYSPLIT ensemble model output for case studies
<p>Each folder named like a date (YYYYmmddHHMM) has a case study and it's named after eruption start time.</p> <p> * <strong>201208061200 </strong>- Historical case study for eruption starting at 2012-08-06T12:00 UTC<br> * <strong>202107150000</strong> - Operational case study for eruption starting at 2021-07-15T00:00 UTC</p> <p>Each case study folder has :<br> - <strong>input</strong> folder with the eruption source parameters, sampled with Latin Hyspercube technique, used to configure each HYSPLIT run.<br> - <strong>output </strong>folder with the HYSPLIT modelling results processed to cumulative deposited ash thickness netcdf file.</p> <p>Code to process results is in this <a href="http://github.com/yannikbehr/ashfall_forecasts/">Git repository</a></p> <p> </p>
Test cases for the study of ADC model for OSBL
<p>This archive contains the data sets that are used in the manuscript "A new hybrid mass-flux/ high-order turbulence closure for ocean vertical mixing" by the same authors.</p>
Data from: A new approach for investigating spatial relationships of ichnofossils: a case study of Ediacaran–Cambrian animal traces
<p class="MsoNormal"><span class="Heading1Char"><em>Abstract — </em></span>Trace fossils record foraging behaviours, the search for resources in patchy environments, of animals in the rock record. Quantification of the strength, density and nature of foraging behaviours enables the investigation of how these may have changed through time. Here, we present a novel approach to explore such patterns using spatial point process analyses to quantify the scale and strength of ichnofossil spatial distributions on horizontal bedding planes. To demonstrate the utility of this approach we use two samples from the terminal Ediacaran Shibantan Member in South China (between 551 and 543 Ma) and the early Cambrian Nagaur Sandstone in northwestern India (between 539 and 509 Ma). We find that ichnotaxa on both surfaces exhibited significant non-homogeneous lateral patterns, with distinct levels of heterogeneity exhibited by different types of trace fossils. In the Shibantan, two ichnotaxa show evidence for mutual positive aggregation over a shared resource, suggesting the ability to focus on optimal resource areas. Trace fossils from the Nagaur Sandstone exhibit more sophisticated foraging behaviour, with greater niche differentiation. Critically, mark correlation functions highlight significant spatial autocorrelation of trace fossil orientations, demonstrating the greater ability of these Cambrian tracemakers to focus on optimal patches. Despite potential limitations, these analyses hint at changes in the development and optimisation of foraging at the Ediacaran–Cambrian transition and highlight the potential of spatial point process analysis to tease apart subtle differences in behaviour in the trace fossil record.</p>
Why flowers close at noon? A case study of an alpine species Gentianopsis paludosa (Gentianaceae)
<p>This dataset contains data from a field experiments described in the paper: "Hou, Q., Zhao, X., Pang, X., Duan, M., Ehmet, N., Shao, W., & Sun, K. (2022). Why flowers close at noon? A case study of an alpine species Gentianopsis paludosa (Gentianaceae). Ecology and Evolution, 12, e8490. https://doi.org/10.1002/ece3.8490".</p> <p>The experiment investigates the effects of temperature (T), relative humidity (RH), and illumination intensity (II) on <i>G. paludosa</i>'s flower closure, and monitored the environmental changes inside and outside of the flowers, aiming to test the effect of floral closure on the stability of microenvironment inside the flower. Finally, the temporal petal closure is artificially interrupted and investigated its effects on reproductive fitness.</p> <p>In the first experiment, the floral movements of <i>G. paludosa</i> and microenvironmental climate conditions were monitored in the full bloom stage in the field.</p> <p>In the second experiment, to tested whether changed environmental conditions could influence floral movement, and, which environmental factors could influence floral movement, the following experiments were carried out. Firstly, to test whether changed ambient conditions would stimulate closing or re-opening respectively, conducted the following 9 treatments from then on, and recorded the corolla width per half-hour: (1) closing T; (2) opening T; (3) blooming T; (4) closing II; (5) opening II; (6) blooming II; (7) closing RH; (8) opening RH; (9) blooming RH. Secondly, the following treatments were conducted to explore whether changed environmental conditions would delay the floral closure: (1) blooming T; (2) blooming II; (3) blooming RH. Thirdly, the 2-factor-combined treatments on full-blooming period and closed period flowers were conducted to test the effect of 2-factor-combined on flower closure.</p> <p>In the third experiment, the temperature and relative humidity inside and outside the flower were tested to explore whether floral closure provide a stable microenvironment condition inside the flower.</p> <p>In the fourth experiment, the effect of floral closure on seed production was tested in the field. 4 treatments were conducted when flowers opened: (1) compulsive openness; (2) forced closure; (3) delayed closure; (4) control group.</p> <p>Main results of the experiments are that (1) high/low temperature contributed more to the flower closure than low RH, while illumination intensity had no significant effect on it; (2) the medium temperature, relative humidity and illumination intensity (environmental conditions at 10:00) did not delay flower closure when flowers at pre-closing period or stimulate reopen when flowers full closed; (3) floral closure provided a stable temperature condition and a higher RH condition inside the flower.; (4) compulsive opening and delayed closure of flowers decreased the seed-set ratio while no effect was found when flowers were forced to close..</p>
Data set from "Impact of the Free-Pelvis innovation in very rigid braces for adolescents with idiopathic scoliosis: short-term results of a matched case-control study"
<p>Dataset from a still non-published study titled "Impact of the Free-Pelvis innovation in very rigid braces for adolescents with idiopathic scoliosis: short-term results of a matched case-control study"</p>
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.