cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17190/amf/1246115
title: AmeriFlux US-Wlr Walnut River Watershed (Smileyburg)

description: This is the AmeriFlux version of the carbon flux data for the site US-Wlr Walnut River Watershed (Smileyburg). Site Description - The Walnut River Watershed site rests on a C3/C4 mixed grassland, tallgrass prairie grazed by cattle. The land is owned by a local farmer and the land is leased on a year-to-year basis.
DOI: 10.17190/amf/1246155
title: AmeriFlux US-WPT Winous Point North Marsh

description: This is the AmeriFlux version of the carbon flux data for the site US-WPT Winous Point North Marsh. Site Description - The marsh site has been owned by the Winous Point Shooting Club since 1856 and has been managed by wildlife biologists since 1946. The hydrology of the marsh is relatively isolated by the surrounding dikes and drainages and only receives drainage from nearby croplands through three connecting ditches. Since 2001, the marsh has been managed to maintain year-round inundation with the lowest water levels in September. Within the 0–250 m fetch of the tower, the marsh comprises 42.9% of floating-leaved vegetation, 52.7% of emergent vegetation, and 4.4% of dike and upland during the growing season. Dominant emergent plants include narrow-leaved cattail (Typha angustifolia), rose mallow (Hibiscus moscheutos), and bur reed (Sparganium americanum). Common floating-leaved species are water lily (Nymphaea odorata) and American lotus (Nelumbo lutea) with foliage usually covering the water surface from late May to early October.
DOI: 10.17190/amf/1579719
title: AmeriFlux US-Wpp Willamette Poplar

description: This is the AmeriFlux version of the carbon flux data for the site US-Wpp Willamette Poplar. Site Description - This site was established in fall 2014 and is part of the Oregon eddy covariance flux tower network. The hybrid poplar plantation is located in the Willamette Valley in Oregon on a property that is managed by the cities of Eugene and Springfield, OR. The location is part of a waste water managing facility and the poplar trees are irrigated and fertilazed with pre-treated waste water. The plantation covers three different age classes and various hybrids of poplar developed for biofuel purposes. This site is also part of the PhenoCam network operated by Harvard University and the University of New Hampshire.
DOI: 10.17190/amf/2407207
title: AmeriFlux US-WT1 Kress, TX no-till cotton and grain sorghum production

description: This is the AmeriFlux version of the carbon flux data for the site US-WT1 Kress, TX no-till cotton and grain sorghum production. Site Description - Non irrigated cotton and gain sorghum production
DOI: 10.17190/amf/1246114
title: AmeriFlux US-Wrc Wind River Crane Site

description: This is the AmeriFlux version of the carbon flux data for the site US-Wrc Wind River Crane Site. Site Description - Wind River Field Station flux tower site is located in the T.T. Munger Research Area of the Wind River Ranger District in the Gifford Pinchot National Forest. Protected since 1926, the T.T. Munger Research Natural Area (RNA) is administered by the USDA Forest Service Pacific Northwest Research Station and Gifford Pinchot National Forest. The Douglas-fir/western hemlock dominant stand is approximately 500 years old and represents end points of several ecological gradients including age, biomass, structural complexity, and density of the dominant overstory species. A complete stand replacement fire, approximately 450-500 years ago, resulted in the initial establishment. No significant disturbances have occurred since the fire aside from those confined to small groups of single trees, such as overturn from high wind activity and mechanical damage from winter precipitation.
DOI: 10.17190/amf/1617726
title: AmeriFlux US-xAB NEON Abby Road (ABBY)

description: This is the AmeriFlux version of the carbon flux data for the site US-xAB NEON Abby Road (ABBY). Site Description - The Abby Road (NEON 4-letter code: ABBY) field site is located in Yacolt Burn State Forest which is approximately 30 miles from Vancouver, WA and Portland, OR. Yacolt Burn State Forest is a relatively young growth industrial timber production forest. The Washington Department of Natural Resources (DNR) also allows an array of recreational activities including moutain biking, hiking and camping.
DOI: 10.17190/amf/1825941
title: AmeriFlux US-Wwt Willamette Wheat

description: This is the AmeriFlux version of the carbon flux data for the site US-Wwt Willamette Wheat. Site Description - The site was established in summer 2014 and is part of the Oregon eddy covariance flux tower network . Meteorological variables such as temperature, humidity, solar irradiance and wind are measured at this site. Turbulent fluxes of water vapor, carbon dioxide and heat are observed and stored as 30 minute averages. The crop changes periodically and rye grass and fescue is grown alternately at this site located in Oregon's Willamette Valley with its relatively mild climate. The Wheat site is also part of the PhenoCam network operated by Harvard University and the University of New Hampshire.
DOI: 10.17190/amf/1671891
title: AmeriFlux US-xAE NEON Klemme Range Research Station (OAES)

description: This is the AmeriFlux version of the carbon flux data for the site US-xAE NEON Klemme Range Research Station (OAES). Site Description - The 1,560-acre Klemme Range Research Station is a grassland site managed for livestock grazing and pasture, located in the middle of the Rolling Red Plains Resource Area. The Rolling Red Plains extends from south of the Red River to north of the Oklahoma/Kansas border consisting of approximately 9.4 million acres, which occupies a significant portion of Western Oklahoma excluding the Oklahoma Panhandle.
DOI: 10.17190/amf/1671892
title: AmeriFlux US-xBA NEON Barrow Environmental Observatory (BARR)

description: This is the AmeriFlux version of the carbon flux data for the site US-xBA NEON Barrow Environmental Observatory (BARR). Site Description - Located three hundred miles north of the Arctic Circle, the Barrow field site landscape is representative of the polygon tundra and lake systems across the northern extent of the North Slope of Alaska. Barrow spans 50 square kilometers and includes a 26’ tall meteorological flux tower and nearby soil sensors. NEON scientists also collect field observations throughout the field site.
DOI: 10.17190/amf/1671893
title: AmeriFlux US-xBL NEON Blandy Experimental Farm (BLAN)

description: This is the AmeriFlux version of the carbon flux data for the site US-xBL NEON Blandy Experimental Farm (BLAN). Site Description - The Blandy Experimental Farm contains several land use types typically found in rural-suburban landscapes. This mix of land use types is typical and representative in the Middle Atlantic Domain. This site will be under increasing ecological pressure from urbanization within the rapidly growing megapolitan area. The amount of land cover and associated ecosystem processes in each of these land use types is expected to change over time.
DOI: 10.15468/dl.dyqcd3
title: Occurrence Download

description: A dataset listing the 919 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "IucnRedListCategory is one of (NT, VU, EN)",
 "OccurrenceStatus is Present",
 "Year is 2013"
 ]
}

 The dataset's 919 records were derived from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003011-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17190/amf/1617727
title: AmeriFlux US-xBN NEON Caribou Creek - Poker Flats Watershed (BONA)

description: This is the AmeriFlux version of the carbon flux data for the site US-xBN NEON Caribou Creek - Poker Flats Watershed (BONA).
DOI: 10.17190/amf/1579542
title: AmeriFlux US-xBR NEON Bartlett Experimental Forest (BART)

description: This is the AmeriFlux version of the carbon flux data for the site US-xBR NEON Bartlett Experimental Forest (BART). Site Description - The Bartlett Experimental Forest is an actively managed forest; managed portions (30%) reflect a range of forest patch sizes and structural distributions. The Bartlett forest has a history of logging dating from colonial times through the beginning of the 20th century. Approximately 70% of the land area has remained uncut since the early 1900s. Natural disturbances include late 19th century fire, beech scale-Nectria complex (beech bark disease) beginning in the 1940s, severe wind disturbance resulting from hurricanes in 1938 and 1954 and a damaging ice storm in 1998.
DOI: 10.17190/amf/1671894
title: AmeriFlux US-xCL NEON LBJ National Grassland (CLBJ)

description: This is the AmeriFlux version of the carbon flux data for the site US-xCL NEON LBJ National Grassland (CLBJ). Site Description - The LBJ Grasslands is 16,800 acres of land managed by the US Forest Service under the US Department of Agriculture. There is a rich legacy of land use, ranging back to the mid-19th century. Currently, LBJ Grasslands are used for recreation and hunting, livestock grazing, and fossil fuel extraction. Ongoing ecological monitoring is performed at the site, along with prescribed burning.
DOI: 10.5281/zenodo.17456046
title: Additional Supplemental Material for "AutoML in Clustering: Is Sampling Useful?"

description: This record contains the files for the paper submission "AutoML in Clustering: Is Sampling Useful?" by Philipp Jahn, Gabriel Marques Tavares, Anna Beer, Udo Schlegel, and Thomas Seidl for ICDE 2026 that were too large for the official repository.

X_train.txt is part of the dataset "Human Activity Recognition Using Smartphones" licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license by Jorge Reyes-Ortiz, Davide Anguita, Alessandro Ghio, Luca Oneto and Xavier Parra.

opt_logs.zip contains the optimization logs for the paper.
DOI: 10.5281/zenodo.17456047
title: Additional Supplemental Material for "AutoML in Clustering: Is Sampling Useful?"

description: This record contains the files for the paper submission "AutoML in Clustering: Is Sampling Useful?" by Philipp Jahn, Gabriel Marques Tavares, Anna Beer, Udo Schlegel, and Thomas Seidl for ICDE 2026 that were too large for the official repository.

X_train.txt is part of the dataset "Human Activity Recognition Using Smartphones" licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license by Jorge Reyes-Ortiz, Davide Anguita, Alessandro Ghio, Luca Oneto and Xavier Parra.

opt_logs.zip contains the optimization logs for the paper.
DOI: 10.17190/amf/1579720
title: AmeriFlux US-xCP NEON Central Plains Experimental Range (CPER)

description: This is the AmeriFlux version of the carbon flux data for the site US-xCP NEON Central Plains Experimental Range (CPER). Site Description - Central Plains Experimental Range (CPER) site in north central Colorado. CPER served as part of the Shortgrass Steppe LTER from 1982-2014 and is now home to a fully instrumented NEON site and a wealth of relevant historical data as well as ongoing collections of complementary data(i.e. airborne remote sensing, soil temperature and moisture, phenology measurements, plant biomass and more)
DOI: 10.17190/amf/1634884
title: AmeriFlux US-xDJ NEON Delta Junction (DEJU)

description: This is the AmeriFlux version of the carbon flux data for the site US-xDJ NEON Delta Junction (DEJU).
DOI: 10.17190/amf/1617728
title: AmeriFlux US-xDC NEON Dakota Coteau Field School (DCFS)

description: This is the AmeriFlux version of the carbon flux data for the site US-xDC NEON Dakota Coteau Field School (DCFS). Site Description - The Dakota Coteau Field School (DCFS) and Prairie Lake (PRLA) field sites are co-located in an agricultural area used primarily for cattle grazing, just a few miles east of the Woodworth and Prairie Pothole sites at the Chase Lake National Wildlife Refuge. DCFS covers 7.8 km2 (3 square miles) of grazing land in Stutsman County, ND, between the tiny communities of Pingree and Woodworth.

The population here is sparse, but the land has been transformed by agricultural activities over the last 150 years. The field site has been used only for grazing, but other land in the surrounding area has been converted to corn and soybean production. 

DCFS is located in an area known as the "Prairie Pothole Region," a band of tall and mixed prairie that stretches across parts of North and South Dakota, Minnesota and the Canadian provinces of Alberta, Saskatchewan and Manitoba. Historically, this area supported tall to mid-height prairie grasses, including blue gamma and green needlegrass. The land here is pocked by thousands of depressions left behind by glaciers 10,000 years ago, resulting in a series of small lakes and wetland areas known as prairie potholes. These potholes receive most of their water from spring snowmelt and are a primary source of groundwater recharge for the region.

NEON data will help researchers monitor the effects of climate change on the Northern Plains ecosystem. Over the last 30 years, the hydrological cycle in the plains has changed dramatically, trending wetter overall and diverging from the historical ten-year cycles. Temperatures are also rising, leading to changes in plant phenology cycles and species distribution that could negatively impact migratory bird populations and other animal species.
DOI: 10.17190/amf/1579721
title: AmeriFlux US-xDL NEON Dead Lake (DELA)

description: This is the AmeriFlux version of the carbon flux data for the site US-xDL NEON Dead Lake (DELA). Site Description - The Dead Lake site is just northeast of Demopolis, AL near the Black Warrior River. The site is in Major Land Resource Area (MLRA) 133A–Southern Coastal Plains, near the boundary of MLRA 135A–Alabama and Mississippi Blackland Prairie. Surrounded by woody wetlands and evergreen forest, DELA sits on the flood plain steps and stream terraces of an inside meander of the Black Warrior River in Greene Co., AL.
DOI: 10.17190/amf/1671895
title: AmeriFlux US-xDS NEON Disney Wilderness Preserve (DSNY)

description: This is the AmeriFlux version of the carbon flux data for the site US-xDS NEON Disney Wilderness Preserve (DSNY). Site Description - The 12,000-acre Disney Wilderness Preserve straddles the headwaters of the Everglades ecosystem in south-central Florida. This site is seasonally wet and flooded. The Disney site was heavily logged and used as ranchland for decades. However, vegetation and site conditions have been restored to closely represent site condition records, documented by the area’s first Spanish missionaries. The large-scale wetland and upland restoration at Disney included the removal of non-native, invasive plants and grasses and the removal of agricultural ditches. The primary management activity is controlled burns.
DOI: 10.17190/amf/1562391
title: AmeriFlux US-xHA NEON Harvard Forest (HARV)

description: This is the AmeriFlux version of the carbon flux data for the site US-xHA NEON Harvard Forest (HARV). Site Description - The Harvard Forest site is comprised of 3,750 acres of land and multiple research facilities; it is the core NEON site for the Northeast region. Harvard Forest is a department of the Faculty of Arts and Sciences of Harvard University. Representative habitats at Harvard Forest include northern, transition, and central forests; marshes, swamps, and conifer-dominated bogs; and forest plantations. Since its inception in 1907, research and education have been the focus of Harvard Forest: the original purpose was to develop a field laboratory for students, a research center in forestry and related disciplines, and a demonstration of practical sustained forestry. Since 1988, Harvard Forest has been a Long-Term Ecological Research site, funded by the National Science Foundation to conduct integrated, long-term studies of forest dynamics.
DOI: 10.17190/amf/1634885
title: AmeriFlux US-xGR NEON Great Smoky Mountains National Park, Twin Creeks (GRSM)

description: This is the AmeriFlux version of the carbon flux data for the site US-xGR NEON Great Smoky Mountains National Park, Twin Creeks (GRSM). Site Description - Great Smoky Mountains National Park straddles the ridgeline of the Great Smoky Mountains, the lower section in latitude of the Blue Ridge Mountains, which divides the larger Appalachian Mountain chain. The border between Tennessee and North Carolina runs northeast to southwest through the centerline of the park. Plants and animals common in the country's Northeast have found suitable ecological niches in the park's higher elevations, while southern species find homes in the balmier lower reaches.
DOI: 10.17190/amf/1617729
title: AmeriFlux US-xHE NEON Healy (HEAL)

description: This is the AmeriFlux version of the carbon flux data for the site US-xHE NEON Healy (HEAL).
DOI: 10.17190/amf/1617730
title: AmeriFlux US-xJE NEON Jones Ecological Research Center (JERC)

description: This is the AmeriFlux version of the carbon flux data for the site US-xJE NEON Jones Ecological Research Center (JERC). Site Description - This terrestrial relocatable field site is located in the Joseph Jones Ecological Research Center is an 11,000-hectare reserve located within the Lower Coastal Plains and Flatwoods areas in southern Georgia. The Jones site has been managed with low intensity, dormant-season prescribed fires for the past 75 years at a frequency of every 3-4 years.
DOI: 10.17190/amf/1617731
title: AmeriFlux US-xJR NEON Jornada LTER (JORN)

description: This is the AmeriFlux version of the carbon flux data for the site US-xJR NEON Jornada LTER (JORN). Site Description - Land use at Jornada has contrasting livestock grazing histories (including ungrazed lands), dating back to 1902, which are representative of the pervasive land use in desert-southwest wildlands. Historical accounts of the region report significant changes in vegetation starting in the late 1800s coincident with the expansion of livestock grazing. By 1912, sufficiently dramatic changes lead area scientists and private landowners to convince the U.S. government to set aside Public Domain Lands for the Jornada Range Reserve for the purpose of scientific investigation on shrub invasion and subsequent loss of forage grasses. Much of this early research focused on quantifying utilization levels for forage species, developing livestock production strategies to deal with drought, and developing methods for shrub control and grass recovery. Exclosures were constructed and long-term plots were established throughout the range to monitor the continued expansion of shrubs across the landscape. Over the decades, numerous trials of various remediation approaches were implemented, from manual and mechanical shrub removal to herbicide application to construction of terraces or other means of redirecting surface flow of runoff.
DOI: 10.17190/amf/1562392
title: AmeriFlux US-xKZ NEON Konza Prairie Biological Station (KONZ)

description: This is the AmeriFlux version of the carbon flux data for the site US-xKZ NEON Konza Prairie Biological Station (KONZ). Site Description - Konza Prairie Biological Station (KPBS) was established to provide a "natural laboratory" to conduct ecological research and is located on a 3,487 hectare native tallgrass prairie preserve. KPBS is a field research station dedicated to conservation, education and long-term ecological research. Over 1,580 scientific papers have been published by scientists conducting studies at KPBS. The study of ecological patterns and processes in native tallgrass prairie ecosystems is the primary subject of research.
DOI: 10.17190/amf/1579722
title: AmeriFlux US-xKA NEON Konza Prairie Biological Station - Relocatable (KONA)

description: This is the AmeriFlux version of the carbon flux data for the site US-xKA NEON Konza Prairie Biological Station - Relocatable (KONA). Site Description - Konza Prairie Biological Station (KPBS) was established to provide a "natural laboratory" to conduct ecological research and is located on a 3,487 hectare native tallgrass prairie preserve.
DOI: 10.17190/amf/1671896
title: AmeriFlux US-xMB NEON Moab (MOAB)

description: This is the AmeriFlux version of the carbon flux data for the site US-xMB NEON Moab (MOAB). Site Description - The NEON MOAB site is located approximately 40 km south of the town of Moab and is characteristic of the Colorado Plateau. MOAB was selected with other sites that share a similar latitude in domains 10, 13, and 15, to assess dust generation, nutrient transport, and nutrient deposition. The western half of the site, including the towerÂ airshed, is a grazed shrub land, often with pockets of barren soil. To the east, in the higher elevations, evergreenÂ forests sit atop the mesas. Biological soil crust, dominated by cyanobacteria, is a living groundcover across the area.
DOI: 10.17190/amf/1671897
title: AmeriFlux US-xML NEON Mountain Lake Biological Station (MLBS)

description: This is the AmeriFlux version of the carbon flux data for the site US-xML NEON Mountain Lake Biological Station (MLBS). Site Description - Mountain Lake Biological Station (MLBS) is a remote, but accessible research station and is a unit of the College of Arts & Sciences at University of Virginia. It sits at 1160 meters on the top of Salt Pond Mountain in the southern Appalachian mountains in southwestern Virginia. It consists of 259 hectares of forested reserve.
DOI: 10.17190/amf/1773398
title: AmeriFlux US-xLE NEON Lenoir Landing (LENO)

description: This is the AmeriFlux version of the carbon flux data for the site US-xLE NEON Lenoir Landing (LENO). Site Description - This terrestrial field site is located in a hardwood bottomland with seasonal flooding each spring located in southwest Alabama. The meteorological/flux tower and tower sampling plots are located at Lenoir Landing and the distributed plots are located approximately 5 km south of the tower at Choctaw National Wildlife Refuge.

The ecosystem at LENO is dominated by closed-canopy pine-oak mixed forest with a developed understory, and also includes a small fraction of meadows, wetlands, and smaller water bodies. Dominant plant species include American sweetgum (Liquidambar styraciflua), American hornbeam (Carpinus caroliniana), and loblolly pine (Pinus taeda). Choctaw National Wildlife Refuge also provides a protected wintering area for waterfowl and wood duck brood habitat. This site is colocated with the Lower Tombigbee river aquatic site.
DOI: 10.17190/amf/1617733
title: AmeriFlux US-xNQ NEON Onaqui-Ault (ONAQ)

description: This is the AmeriFlux version of the carbon flux data for the site US-xNQ NEON Onaqui-Ault (ONAQ). Site Description - The Onaqui-Ault site is located south of the rapidly developing Salt Lake City area, also near Provo and Logan, anchoring this arid urban-rural megatransect. The Onaqui-Benmore area has been grazed by domestic livestock since settlement. By the 1980's, the U.S. Forest Service instituted a light to moderate fall and winter grazing regime that continues today.Fire has always been a component of sagebrush steppe, one of the dominant vegetation types in the area. However, the invasions of exotic annual vegetation, especially Bromus tectorum, also known as drooping brome or cheatgrass, have dramatically shortened fire return intervals. The invasion-fire feedback has resulted in the loss of native perennial species from extensive areas of the region.
DOI: 10.17190/amf/1617732
title: AmeriFlux US-xNG NEON Northern Great Plains Research Laboratory (NOGP)

description: This is the AmeriFlux version of the carbon flux data for the site US-xNG NEON Northern Great Plains Research Laboratory (NOGP). Site Description - This site is located at the Northern Great Plains Research Laboratory