cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25675/10217/233960
title: Data associated with "Constraining aerosol phase function using dual-view geostationary satellites"

description: The dataset includes the data for figures shown in the paper. Two opposing GEOS satellites capture a dust event in the Gulf of Mexico in June 2019. We demonstrate a first-guess phase function to reconstruct dust phase function by leveraging GEOS satellites. We then evaluate our methodology using a different dust event over the Gulf of Mexico in June 2020.
description: Passive satellite observations play an important role in monitoring global aerosol properties and helping quantify aerosol radiative forcing in the climate system. The quality of aerosol retrievals from the satellite platform relies on well-calibrated radiance measurements from multiple spectral bands, and the availability of appropriate particle optical models. Inaccurate scattering phase function assumptions can introduce large retrieval errors. High-spatial resolution, dual-view observations from the Advanced Baseline Imagers (ABI) on board the two most recent Geostationary Operational Environmental Satellites (GOES), East and West, provide a unique opportunity to better constrain the aerosol phase function. Using dual GOES reflectance measurements for a dust event in the Gulf of Mexico in 2019, we demonstrate how a first-guess phase function can be reconstructed by considering the variations in observed scattering angle throughout the day. Using the reconstructed phase function, aerosol optical depth retrievals from the two satellites are self-consistent and agree well with surface-based optical depth estimates. We evaluate our methodology and reconstructed phase function against independent retrievals made from low-Earth-orbit multi-angle observations for a different dust event in 2020. Our new aerosol optical depth retrievals have a root-mean-square-difference of 0.019– 0.047. Furthermore, the retrievals between the two geostationary satellites for this case agree within about 0.059±0.072, as compared to larger discrepancies between the operational GOES products at times, which do not employ the dual-view technique.
DOI: 10.25675/10217/179308
title: Bale Mountains vegetation classification

description: Vegetation cover for the Bale Mountains, Ethiopia. Field data and spatial environmental data were used with a classification and regression tree model to develop the map. The map is at 30 meter resolution and includes 12 different vegetation classes.
DOI: 10.25675/10217/232378
title: Dataset associated with “NSF Noyce Phase II: Empowering Scholars and STEM Teachers” project

description: Data_PD Attendance Record (information on which Noyce Scholars attended PD workshops at CSU) – 2016-2021; Data_Recruitment and Selection (information on recruitment strategies and selection strategies for new Noyce Scholars at CSU) – 2016-2021; Data_Mentor Cohort (information about the participation of mentor teachers who supported Noyce Scholars as CSU students and as early-career teachers) 2016-2021; COVID Data (these data were collected in 2020 from Noyce teachers who graduated from public institutions across 6 states as the COVID-19 pandemic began): CSU COVID Survey Round 1: items administered in May 2020; CSU COVID Survey Round 2 items administered in August 2020; CSU COVID Survey Round 3: items administered in November 2020; Survey Data for Repository: collated data from all three COVID surveys 2020.
description: The CSU Noyce program was supported by the National Science Foundation Noyce Program. Funding supported undergraduate majors in science, technology, engineering, and mathematics majors who were also enrolled in CSU’s licensure program to become public school teachers in STEM disciplines. Noyce Scholars (those receiving financial and professional development support) commited to teaching at least one year in a high-need public school district for every semester they received funding. High-need school districts, defined by the NSF, are those in which one or more schools has high levels of students who receive free or reduced lunch, have high teacher turnover, or significant numbers of teachers who teach outside of their disciplinary expertise. CSU Noyce Scholars could receive up to 2 years of financial support in the form of stipends. They committed to maintaining contact with the CSU PI for up to eight years after graduation, so we could track their professional persistence and ensure that they have fulfilled their teaching obligations. A supplementary award from NSF allowed our team to administer three surveys to Noyce Scholars spread out across 12 other STEM teacher licensure programs that received NSF Noyce funding. The surveys were administered soon after the COVID-19 pandemic prompted school districts to shift their instructional delivery methods. These 12 other programs were spread out across six states listed below.
DOI: 10.25675/10217/186048
title: Map of tamarisk occurrence in Landsat scenes across Colorado River Basin from 2015 to 2017

description: This was map was created in ArcMap v10.5. A portion of these data were used to develop maps of tamarisk occurrence within the Colorado River Basin (see Tamarisk Mapbook Atlas).
description: Users of these maps and other analysis products are solely responsible for interpretations made from these products. The Natural Resource Ecology Laboratory makes every effort to ensure this map is free of errors but does not warrant the map or its features are either spatially or temporally accurate or fit for a particular use. The Natural Resource Ecology Laboratory provides this map without any warranty, either express or implied.
description: An overview map of tamarisk location data between 2015-2017 that fell within Landsat scene extents that overlap with the Colorado River Basin.
DOI: 10.5281/zenodo.4488251
title: • Islamic Traditions [IO Islamic 347] صحيح البخاري

description: <strong>Tradition.</strong> <strong>This manuscript is now IO Islamic 347 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Otto Loth, </strong><strong><em>A Catalogue of the Arabic Manuscripts in the Library of the India Office</em>, (volume 1), no. 117 here with further notations and hyperlinks]</strong>. <strong>117</strong> 347. Size 11<sup>1/4</sup> in. by 8<sup>1/2</sup> in.; foll. 478. Twenty-eight lines in a page. The Collection of Traditions [i.e. <em>Ṣaḥīḥ al-Bukhārī</em>] of Abu ‘Abdallah Muḥammad b. Ismâ’îl BUKHÂRÎ (d. A. H. 256). Cf. Ḥ. Kh. ii. 512 sqq., and Professor [Ludolf] Krehl’s edition [<em>Le recueil des traditions mahometanes</em>] (Leyden, 1862, etc.), and also [Krehl, "über den Ṣaḥîḥ des Buchârî,"] Zeitschr. d. Deutsc. Morgenländ. Ges. iv. [1850] 1 sqq. Printed at Bûlâḳ, A. H. 1280. A good copy, transcribed by a scholar, probably at Damascus, of the latter part of the eighth century [i.e. 14th century CE]. The text has been collated with several copies of note. An account of these is given in a note on the title-page, which, however, is partly obliterated, the beginning and the end of the MS. having suffered from damp. Fol. 474 should stand after 476. A former owner, Muḥammad Sharaf al-dîn, ascertained with the aid of one ‘Abd-al’azîz of Dehli, that this copy was complete. [Tippu.] [<strong>ed note</strong>: Quick link to other manuscripts of Bukhārī.]
DOI: 10.5281/zenodo.4488250
title: • Islamic Traditions [IO Islamic 347] صحيح البخاري

description: <strong>Tradition.</strong> <strong>This manuscript is now IO Islamic 347 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Otto Loth, </strong><strong><em>A Catalogue of the Arabic Manuscripts in the Library of the India Office</em>, (volume 1), no. 117 here with further notations and hyperlinks]</strong>. <strong>117</strong> 347. Size 11<sup>1/4</sup> in. by 8<sup>1/2</sup> in.; foll. 478. Twenty-eight lines in a page. The Collection of Traditions [i.e. <em>Ṣaḥīḥ al-Bukhārī</em>] of Abu ‘Abdallah Muḥammad b. Ismâ’îl BUKHÂRÎ (d. A. H. 256). Cf. Ḥ. Kh. ii. 512 sqq., and Professor [Ludolf] Krehl’s edition [<em>Le recueil des traditions mahometanes</em>] (Leyden, 1862, etc.), and also [Krehl, "über den Ṣaḥîḥ des Buchârî,"] Zeitschr. d. Deutsc. Morgenländ. Ges. iv. [1850] 1 sqq. Printed at Bûlâḳ, A. H. 1280. A good copy, transcribed by a scholar, probably at Damascus, of the latter part of the eighth century [i.e. 14th century CE]. The text has been collated with several copies of note. An account of these is given in a note on the title-page, which, however, is partly obliterated, the beginning and the end of the MS. having suffered from damp. Fol. 474 should stand after 476. A former owner, Muḥammad Sharaf al-dîn, ascertained with the aid of one ‘Abd-al’azîz of Dehli, that this copy was complete. [Tippu.] [<strong>ed note</strong>: Quick link to other manuscripts of Bukhārī.]
DOI: 10.25675/10217/176161
title: Stem level spring current annual growth on observation plots in Yellowstone's Northern Range, 2008-2013

description: Zip file includes: data and metadata file.
description: Data file and metadata sheet for column fields.
DOI: 10.18746/bmth.data.00000308
title: Sweet Talk Qualitative Audio Transcripts
DOI: 10.25675/10217/186041
title: Map of tamarisk probability for select Landsat scenes in 2016

description: This raster provides a mosaic of six Landsat scene extent model results of tamarisk occurrence for 2016. The models were developed using filtered and vetted public and private occurrence records for tamarisk in the respective Landsat scenes. The models used Landsat images and associated derived indices in a random forest model.
description: Users of these maps and other analysis products are solely responsible for interpretations made from these products. The Natural Resource Ecology Laboratory makes every effort to ensure this map is free of errors but does not warrant the map or its features are either spatially or temporally accurate or fit for a particular use. The Natural Resource Ecology Laboratory provides this map without any warranty, either express or implied.
description: Probability of tamarisk occurrence in 2016 as a raster for select Landsat scenes in the Colorado River Basin.
DOI: 10.25675/10217/89306
title: RAPID: characterizing the response of a burned landscape to an unusual and extreme rain event: survey data, Skin Gulch
title: Survey data, Skin Gulch: RAPID: characterizing the response of a burned landscape to an unusual and extreme rain event

description: Zip file includes: Survey data and accompanying photographs for Skin Gulch, and ReadMe file.
description: Skin Gulch watershed is located within the 2012 High Park Fire just west of Fort Collins, Colorado (High Park Fire overview map). Cross-sections and corresponding longitudinal profiles were surveyed before and after the 2013 Colorado Front RangeFloods (Skin Gulch cross-section). Note that XS6, XS7, XS8, and XS9 in Skin Gulch cross-section correspond to XS10, XS11, XS12, and XS13 in "Survey data." The survey data was collected using TOPCON GR-5 receivers and a TOPCON Tesla data collector. The RTK-GPS data were corrected using the National Geodetic Surveys Online Position User Service (OPUS) and the final product is presented using the North American Datum of 1983 - NAD83 (2011), North American Vertical Datum of 1988 - NAVD88, and projected in Universal Transverse Mercator 13 North - UTM 13N.
description: This data package was produced by researchers working within the Civil and Environmental Engineering department. The data include real-time kinematic global positioning system (RTK-GPS) survey data of 19 cross-sections and their corresponding longitudinal profiles, photographs, and rain gauge precipitation data collected in two study watersheds (Skin Gulch and Hill Gulch) before and after the September 2013 storms and floods that affected the Colorado Front Range. Pebble counts were also collected in the vicinity of each cross-section.
DOI: 10.5519/qd.25lxgana
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (272 records)
DOI: 10.25675/10217/83458
title: SGS-LTER long-term monitoring project: vegetation cover and structure on small mammal trapping webs on the Central Plains Experimental Range, Nunn, Colorado, USA 1999 -2006, ARS study number 118

description: The Short Grass Steppe site encompasses a large portion of the Colorado Piedmont Section of the western Great Plains. The extent is defined as the boundaries of the Central Plains Experimental Range (CPER). The CPER has a single ownership and landuse (livestock grazing). The PNG is characterized by a mosaic of ownership and land use. Ownership includes federal, state or private and land use consists of livestock grazing or row-crops. There are NGO conservation groups that exert influence over the area, particularly on federal lands.
description: This data package was produced by researchers working on the Shortgrass Steppe Long Term Ecological Research (SGS-LTER) Project, administered at Colorado State University. Long-term datasets and background information (proposals, reports, photographs, etc.) on the SGS-LTER project are contained in a comprehensive project collection within the Repository (http://hdl.handle.net/10217/100254). The data table and associated metadata document, which is generated in Ecological Metadata Language, may be available through other repositories serving the ecological research community and represent components of the larger SGS-LTER project collection. The abundance and diversity of small mammals in shortgrass steppe is strongly influenced by the structure and composition of vegetation. Vegetation structure provides cover from predators and harsh abiotic conditions. Plant species composition affects the types of seeds and herbaceous material available to granivores and herbivores, and influences arthropod populations, which are important prey for the omnivorous species that dominate in shortgrass steppe. Both vegetation structure and plant community composition are sensitive to the availability of precipitation as well as the activity of large mammalian herbivores. In 1999, we began measuring vegetation structure and plant community composition on the three grassland and three shrubland trapping webs where we live-trap small mammals. Vegetation measurements are made once each year, usually in mid-July. Percent canopy cover of each plant species was estimated visually in 30 0.10-m2 Daubenmire quadrats on each web. To estimate habitat structure, we measured the height of grass, forb and shrub plants adjacent to each quadrat, the density of half-shrubs, small mammal mounds and burrows, harvester ant mounds and the dimensions of large shrubs and animal mounds.
DOI: 10.34740/kaggle/dsv/6058080
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.25675/10217/234532
title: Supplementary materials associated with “The Transience of Channel-Spanning Logjams in Mountain Streams”

description: The supplemental files include (1) details of each statistical model used to analyze the data, (2) supplemental figures to illustrate issues discussed in the main text, (3) basic supporting data in an Excel file that contains worksheets with geographic coordinates of each of the logjams, reach-scale averaged variables over the period of study, reach-scale annual variables over the period of study, the data organized for individual logjam persistence, and the data organized for statistical analysis of logjam persistence. These supplemental materials can be used to more fully understand the dataset and analyses and to conduct independent analyses of the original data.
description: We use 11 years of annual surveys in streams of the Southern Rockies of Colorado, USA to examine the persistence and geomorphic effects of logjams. Each year’s survey includes ~300 logjams along more than 21 km of 4 mountain streams in primarily old-growth subalpine forest. Streams alternate longitudinally between laterally confined reaches with a single channel and wider reaches with multithread channel planform. We distinguish logjam persistence and site persistence. Logjam persistence is the median timespan over which an individual jam is present. Site persistence describes the tendency for jams to disappear and then re-form at the same site. We hypothesize that (i) site persistence is greatest in multithread reaches; (ii) logjam persistence is greatest in multithread reaches; and (iii) average backwater storage at each jam is greater in multithread reaches. We find that spatial and temporal metrics of site persistence differ significantly between single and multithread reaches. Individual logjam persistence does not differ significantly. Backwater storage is significantly greater in multithread reaches. Varying combinations of riparian forest age and average logjams per channel length explain variation in jam and site persistence and backwater storage via multivariate linear regression analyses. Over the 11 years of survey, a total of 429 distinct logjams were observed. Only 2.1% of the population was present for all 11 annual surveys. Median jam persistence is 1-2.5 years; median site persistence is 6-10 years. Despite the transience of most channel-spanning logjams in the population, these jams create persistent effects in channel planform and backwater storage.
DOI: 10.25675/10217/208775
title: Data associated with "The importance of extreme rainfall events and their timing in a semi-arid grassland"

description: These data are from an experimental field study that assessed the impact of deluge events and their timing on various ecological processes in the shortgrass steppe of Northeastern Colorado. The experiment period was the 2017 growing season (May - Sept). Included are the following datasets: Precipitation, air temperature, soil moisture, soil respiration, ANPP, BNPP, canopy greenness, plot species composition, B. gracilis leaf length, B. gracilis flowering, B. gracilis water potential.
description: Climate change is intensifying the hydrologic cycle globally, increasing both the size and frequency of extreme precipitation events, or deluges. Arid and semi-arid ecosystems are expected to be particularly responsive to this change because their ecological processes are largely driven by distinct soil moisture pulses. However, since soil moisture, air temperature, and plant phenology vary throughout the growing season, deluges will likely have differing impacts on these systems depending on when they occur. We conducted a field experiment to assess how the seasonal timing (early, middle, or late growing season) of a single deluge (70 mm precipitation event) altered key ecological processes in the semi-arid shortgrass steppe of North America. Regardless of timing, a single deluge stimulated most ecosystem processes, but a deluge at mid-season caused the greatest increase in soil respiration, canopy greenness, aboveground net primary production (ANPP), and growth and flowering of the dominant plant species (Bouteloua gracilis). In contrast, belowground net primary production (BNPP) was insensitive to deluge timing, with a consistent BNPP increase in all the deluge treatments that was almost twice as large as the ANPP response. This BNPP response was largely driven by enhanced root production at 10-20 cm, rather than 0-10 cm, soil depths. In a semi-arid ecosystem, a single deluge can have season-long impacts on many ecosystem processes, but responses can be mediated by event timing. Therefore, predicting responses of semi-arid ecosystems to more dynamic precipitation regimes, and subsequent impacts on the global carbon budget, will require knowledge of how deluge magnitude, frequency, and timing are being altered by climate change.
DOI: 10.25675/10217/87161
title: SGS-LTER GIS layer with detailed information on public land survey on Central Plains Experimental Range, Nunn, Colorado, USA 2012

description: This data package was produced by researchers working on the Shortgrass Steppe Long Term Ecological Research (SGS-LTER) Project, administered at Colorado State University. Long-term datasets and background information (proposals, reports, photographs, etc.) on the SGS-LTER project are contained in a comprehensive project collection within the Repository (http://hdl.handle.net/10217/100254). The data table and associated metadata document, which is generated in Ecological Metadata Language, may be available through other repositories serving the ecological research community and represent components of the larger SGS-LTER project collection.
DOI: 10.25675/10217/180229
title: Data for Temporal and spatial variability of ammonia in urban and agricultural regions of northern Colorado, United States

description: Concentrated agricultural activities and animal feeding operations in the northeastern plains of Colorado represent an important source of atmospheric ammonia (NH3) that contributes to regional fine particle formation and to nitrogen deposition to sensitive ecosystems in Rocky Mountain National Park (RMNP) located ~ 80 km to the west. In order to better understand temporal and spatial differences in NH3 concentrations in this source region, weekly concentrations of NH3 were measured at 14 locations during the summers of 2010 to 2015 using Radiello passive NH3 samplers. Weekly (biweekly in 2015) average NH3 concentrations ranged from 2.66 μg/m3 to 42.7 μg/m3 with the highest concentrations near large concentrated animal feeding operations (CAFOs). The annual summertime mean NH3 concentrations were stable in this region from 2010 to 2015, providing a baseline against which concentration changes associated with future changes in regional NH3 emissions can be assessed. Vertical profiles of NH3 were also measured on the 300 m Boulder Atmospheric Observatory (BAO) tower throughout 2012. The highest NH3 concentration along the vertical profile was always observed at the 10 m height (annual average concentration of 4.63 μg/m3), decreasing toward the surface (4.35 μg/m3) and toward higher altitudes (1.93 μg/m3). Seasonal changes in the steepness of the vertical concentration gradient were observed, with the sharpest gradients in cooler seasons when thermal inversions restricted vertical mixing of surface-based emissions. The NH3 spatial distributions measured using the passive samplers are compared with NH3 columns retrieved by the Infrared Atmospheric Sounding Interferometer (IASI) satellite and concentrations simulated by the Comprehensive Air quality Model with extensions (CAMx), providing insight into the regional performance of each. The satellite comparison adds to a growing body of evidence that IASI column retrievals of NH3 provide very useful insight into regional variability in atmospheric NH3, in this case even in a region with strong local sources and sharp spatial gradients. The CAMx comparison indicates that the model does a reasonable job simulating NH3 concentrations near sources but tends to underpredict concentrations at locations farther downwind. Excess NH3 deposition by the model is hypothesized as a possible explanation for this trend.
DOI: 10.25675/10217/176158
title: Well measurement data 2001-2015

description: Zip file includes: data and metadata file.
description: Water tables measurements collected at wells at willow sites in Yellowstone's Northern Range. Data file contains manual well measurements during spring, summer, and fall.
DOI: 10.25675/10217/173658
title: Stem level fall current annual growth on observation plots in Yellowstone's Northern Range, 2008-2015

description: Data file and metadata sheet for column fields.