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This repository contains scripts and data related to the article entitled Using a down-looking multi-frequency Acoustic Backscatter System (ABS) for measuring suspended sediments in rivers published in Water Resources Research. The scripts are provided through Python Jupyter Notebooks. Instructions for running the scripts are given in readme.txt file.
This dataset summarizes various sedimentary data from ten U.S. Geological Survey (USGS) surface water sites across the contiguous United States. These sites include: 01648010 Rock Creek at Joyce Road, Washington, DC 05586300 Illinois River at Florence, Illinois 06731000 Cherry Creek below Cherry Creek Lake, Colorado 06807000 Missouri River at Nebraska City, Nebraska 06935965 Missouri River at St. Charles, Missouri 08374550 Rio Grande near Castolon, Texas 08375300 Rio Grande at Rio Grande Village, Big Bend National Park, Texas 09404200 Colorado River above Diamond Creek near Peach Springs, Arizona 11447650 Sacramento River at Freeport, California 12046260 Elwha River at diversion near Port Angeles, Washington The dataset includes suspended-sediment concentration (SSC) data derived from an in-situ acoustic sensor (in milligrams per liter, mg/L), as well as laboratory-analyzed SSC data from discrete, physical samples (in mg/L), turbidity data collected from optical sensors (in Formazin Nephelometric Units, FNU), percentage of fines data (percent fines, %), and depth below the surface of the river (in meters) where physical samples were collected for select sites. The in-situ SSC data were determined using Sequoia Scientific’s LISST-ABS, a submersible acoustic sensor that measures acoustic backscatter at a point within a river or stream cross-section. The LISST-ABS emits an acoustic signal and measures the relative strength of the backscatter (the acoustic energy scattered by sediment back toward the signal source) which is converted from decibels to a concentration reading in milligrams per liter.
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This dataset defines the eligibility of areas in Australia for the Urban Rivers and Catchments Program. The dataset is a 500m buffer around the ABS SUAs.The Significant Urban Areas (SUA) represent significant towns and cities of 10,000 people or more. They are based on Urban Centres and Localities (UCLs) but are defined by the larger Statistical Areas Level 2 (SA2s). A single SUA can represent either a single Urban Centre or a cluster of related Urban Centres. Using SA2s to define SUAs ensures a wider range of more regularly updated data is available for these areas (such as Estimated Resident Population), compared to UCLs where only Census data is available.
link to online pdf resource. Link Function: 375-- download.
Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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The mean discharge (m3 s-1) of the Fraser River measured at Hope station. Presented as the mean discharge for an annual year (January through December) and for a flow year (April present year through March next year). Correct citation: Richard J. Beamish, Chrys-Ellen M. Neville, Barbara L. Thomson, Paul J. Harrison, and Mike St. John. A Relationship between Fraser River Discharge and Interannual Production of Pacific Salmon (Oncorhynchus spp.) and Pacific herring (Clupea pallasi) in the Strait of Georgia. Canadian Journal of Fisheries and Aquatic Sciences. 51(12): 2843-2855. https://doi.org/10.1139/f94-283 Abstract: https://cdnsciencepub.com/doi/abs/10.1139/f94-283
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This collection comprises account-ready data for the Flinders, Norman and Gilbert river catchments for the following ecosystem services: (1) terrestrial carbon storage, sequestration and emissions and (2) biomass provisioning. It includes annual time-series provided as spatial data (.GPKG and .TIFF) and Excel spreadsheets. (3) Supplementary socio-economic data are also provided.
Terrestrial carbon storage, sequestration and emissions: Spatial emulation of the Full Carbon Accounting Model (FullCAM) is used to develop an annual time-series (1988-2020) of terrestrial carbon storage, sequestration, and emissions across the Flinders, Norman and Gilbert (FNG) river catchments at a spatial resolution of 100 m. Both stocks (carbon mass of crops, pastures, forests, woodlands, shrublands, debris and soil) and fluxes (emissions of CO2, N2O and CH4 due to fire, heterotrophic respiration, net primary productivity, net ecosystem carbon balance) of carbon are provided in units of tCO2e ha-1 and tCO2e ha-1 yr-1, respectively. Emission factors and other quantities used to convert CH4 and N2O fire emissions to CO2e are provided in Section 6.4.5.1 of DISER (2022) (https://www.dcceew.gov.au/sites/default/files/documents/national-inventory-report-2020-volume-2.pdf).
Biomass provisioning: This collection comprises an annual time-series from 2000-01 to 2019-20 (where possible) of physical and monetary measures of agricultural production and estimates of biomass provisioning ecosystem services across the Flinders, Norman, and Gilbert (FNG) river catchments. The agricultural production data covers livestock (milk, sheep and lambs slaughtered, cattle and calves slaughtered, pigs, poultry). The ecosystem service data provides estimates of the final ecosystem services of grazed biomass provisioning. The data was sourced from the Australian Bureau of Statistics (ABS) DataLab environment using the Farm-level Longitudinal Agricultural Dataset (FLAD) and the Business Longitudinal Analysis Data Environment (BLADE).
This collection comprises a time series (2011, 2016 and 2021) of selected socio-economic variables across the Flinders, Norman, and Gilbert (FNG) river catchments. The variables provide estimates of the number of people employed and gross value added (GVA) in selected industries. The data was sourced from the Australian Bureau of Statistics (ABS).
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Regional Development Australia (with LGA's) 2015-16 (April 2016) Regional Development Australia (RDA) is an Australian Government initiative that brings together all levels of government to enhance the growth and development of Australia's regions. A national network of RDA committees has been established to achieve this objective. RDA Regions are created and maintained by the Dept. of Infrastructure and Regional Development to support this initiative. Notes The RDA Regions (2015-16) were built from the ABS/PSMA LGA 2015 boundary dataset. The RDA spatial data is updated as new LGA boundaries are released by ABS or as RDA regional boundaries move. On the 16th of August 2011, the RDA representation of Lord Howe Island, previously RDA Northern Rivers was changed to RDA Mid North Coast. The 2011 dataset was updated to reflect this change. NT, Tas and ACT These states and territories are defined as single RD regions. West Daly RC, which deamalgamated from Victoria-Daly RC was added 1/7/14. In Tas, Macquarie Island is part of the Huon Valley LGA (due to historical decisions) SA RDA regions are not completely defined within LGA boundaries, with some RDA regions being defined from the previously existing 2007 South Australia Government Region boundaries. Thus, the large unincorporated LGA (Outback Communities Authority) is divided between 3 RDAs (see SA Government Regions for more information). More work has also been done on identifying Outback Community Authority islands (which have been incorporated into their respective RDA's) NSW RDA South Coast includes the external territory of Jervis Bay. In previous data releases, Lord Howe Island (part of the ABS Unincorporated NSW) was part of RDA Northern Rivers. On the 16 of August 2011, Lord Howe Island was to be represented by Mid North Coast and is under the control of the LHI Board. Norfolk Island IS NOT YET part of any RDA There has also been more work around Sydney Harbour identifying NSW National Parks and Wildlife Service and Sydney Harbour Trust Islands. The remainder of Unincorporated NSW now falls under the control of NSW Trade and Investment: Crown Lands VIC Unincorporated VIC (Snow fields and Islands) have been combined into their surrounding RDA's WA The external territories of Christmas Island and Cocos/Keeling Islands are part of RD Mid West Gascoyne. Rottnest Is has been separated from the City of Cockburn (as it is governed by an Authority), and Carnac, Edwards and Lancelin Islands have been identified as falling under the control of DPaW. There was also an amalgamation between the City of Geraldton-Greenough and Shire of Mullewa on the 1st of July 2011 to form the City of Greater Geraldton. The LGA code for Geraldton-Greenough (53520) was retained for the new City of Greater Geraldton. QLD On the 1/1/14, 4 councils deamalgamated. Mareeba Shire reformed from Tablelands Regional, Douglas Shire reformed from Cairns Regional, Livingstone Shire from Rockhampton Regional and Noosa Shire from Sunshine Coast Regional. LGA boundaries had minor adjustments from the 2007 boundaries, but there were no changes to the RDA boundaries.
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Regional Development Australia (RDA) is an Australian Government initiative that brings together all levels of government to enhance the growth and development of Australia-C/s regions. national network of RDA committees has been established to achieve this objective.
RD Regions are created and maintained by the Regional Australia, Local Government, Arts and Sport to support this initiative.
The RD Regions (2011) were built from the ABS LG 2011 boundary dataset.
The RDAA spatial dataA is updatedA as new LG boundaries as released by ABS or as RD regional boundaries move.AA
On the 16th of August 2011, the RDAA representation of Lord Howe Island, previously RD Northern Rivers was changed to RD Mid North Coast.A The 2011 dataset has been updated to reflect this change.
These states and territories are defined as single RD regions.
RD regions are not completely defined with S LG boundaries, with some RDA regions being defined from the previously existing 2007 South Australia Government Region boundaries.A Thus, the large unincorporated S LG (Outback Communities Authority) is divided between 3 RDAs (see "http://www.planning.sa.gov.au/go/State-Government-Regions">S Government Regions for more information).
RD South Coast includes the external territory of Jervis Bay.A In previous data releases, Lord Howe Island (part of the ABS Unincorporated NSW) was part ofA RD Northern Rivers. On the 16 of August 2011, Lord Howe Island declared to be represented by Mid North Coast
Norfolk Island IS NOT part of any RDA
Unincorporated VIC (Snow fields and Islands) have been combined into their surrounding RDAs
The external territories of Christmas Island and Cocos/Keeling Islands are part of RD Mid West Gascoyne.
There was also an amalgamation between the City of Geraldton-Greenough and Shire of Mullewa on the 1st of July 2011A to formA the City of Greater Geraldton.A The LG code for Geraldton-Greenough (53520) was retained for the new City of Greater Geraldton.
This dataset was compiled as part of the National Environmental Science Program (NESP) Project 2.1 led by Prof Michele Burford and Prof Ben Stewart-Koster Titled "Assessing risks to the environment from water-resource development in northern Australia using north Queensland as a case study"
Data search and compilation by Dr Leah Beesley, The University of Western Australia Search completed by December 2022. Projects included span a 34 year period (1980-2022).
The aim of this component of the project was to synthesise existing information on freshwater and estuarine species and processes across northern Australia to identify risks, knowledge gaps and research needs.
Information was sourced from the published literature and grey literature (reports) Published literature was searched using SCOPUS in early November 2022 using the following search terms Scopus query string (TITLE-ABS-KEY("fresh*" OR "aquatic" OR "river*" OR "floodplain" OR "wetland*" OR "stream*" OR "creek*" OR "estuar*" OR "lagoon" OR "billabong" OR "waterhole" OR "riparian") AND TITLE-ABS-KEY("flow*" OR "discharge" OR "water" OR "hydro*" OR "flood" OR "connect*" OR "fragment*" OR "refuge" OR "climate") AND TITLE-ABS-KEY("fish*" OR "*bird" OR "nutrient" OR "food web" OR "foodweb" OR "food-web" OR "energ*" or "macroinvert*" OR "*plankton" OR "prawn*" OR "crab" OR "crayfish" OR "crocodile" OR "turtle" OR "metabolism" OR "primary producti*")) AND TITLE-ABS-KEY("tropic*") AND NOT TITLE-ABS-KEY("subtrop*" OR sub-trop*) AND ( LIMIT-TO ( AFFILCOUNTRY,"Australia" ) ) AND ( LIMIT-TO ( SUBJAREA,"ENVI" ) OR LIMIT-TO ( SUBJAREA,"AGRI" ) OR LIMIT-TO ( SUBJAREA,"EART" ) ) AND ( LIMIT-TO ( LANGUAGE,"English" ) ) Grey literature was sourced where it was known.
The Cooks River catchment is a major watershed within Sydney, draining some 103 km2 and is home to 560,265 people (ABS, 2020). As such, Cooks River is a key catchment in terms of floodplain risk management within New South Wales. The Cooks River catchment extends across multiple Local Government Areas (LGAs) and is of interest to several other state government agencies and community groups. This project is the Cooks River Catchment Flood Study Stage 1 and is the first stage of a catchment-wide Flood Study for the Cooks River catchment. Stage 1 aims to consolidate an extensive range of datasets, including existing models from Flood Studies and Floodplain Risk Management Studies and Plans. Many of these studies have been supported by the NSW Floodplain Risk Management Program, whilst some have been separately undertaken. The outcome of Stage 1 is a framework to support the development of an integrated and regional floodplain risk management plan in the catchment and to define the basis of future modelling and catchment-wide consideration of flood risk.
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This datasets include the shapefiles of Aquaculture zone, Agricultural/build-up land and Natural water of lakes in middle and lower reaches of Yangtze River Basin in every three-year interval (1973, 1976, 1979, 1982, 1985, 1988, 1991, 1994, 1997, 2000, 2003, 2006, 2009, 2013, 2015, 2018)
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We describe the results of a prospective observational study of the clinical natural history of human monkeypox (mpox) virus (MPXV) infections at the remote L’Hopital General de Reference de Kole (Kole hospital), the rainforest of the Congo River basin of the Democratic Republic of the Congo (DRC) from March 2007 until August 2011. The research was conducted jointly by the Institute National de Recherche Biomedical (INRB) and the US Army Medical Research Institute of Infectious Diseases (USAMRIID). The Kole hospital was one of the two previous WHO Mpox study sites (1981–1986). The hospital is staffed by a Spanish Order of Catholic Nuns from La Congregation Des Soeurs Missionnaires Du Christ Jesus including two Spanish physicians, who were members of the Order as well, were part of the WHO study on human mpox. Of 244 patients admitted with a clinical diagnosis of MPXV infection, 216 were positive in both the Pan-Orthopox and MPXV specific PCR. The cardinal observations of these 216 patients are summarized in this report. There were three deaths (3/216) among these hospitalized patients; fetal death occurred in 3 of 4 patients who were pregnant at admission, with the placenta of one fetus demonstrating prominent MPXV infection of the chorionic villi. The most common complaints were rash (96.8%), malaise (85.2%), sore throat (78.2%), and lymphadenopathy/adenopathy (57.4%). The most common physical exam findings were mpox rash (99.5%) and lymphadenopathy (98.6%). The single patient without the classic mpox rash had been previously vaccinated against smallpox. Age group of less than 5 years had the highest lesion count. Primary household cases tended to have higher lesion counts than secondary or later same household cases. Of the 216 patients, 200 were tested for IgM & IgG antibodies (Abs) to Orthopoxviruses. All 200 patients had anti-orthopoxvirus IgG Abs; whereas 189/200 were positive for IgM. Patients with hypoalbuminemia had a high risk of severe disease. Patients with fatal disease had higher maximum geometric mean values than survivors for the following variables, respectively: viral DNA in blood (DNAemia); maximum lesion count; day of admission mean AST and ALT.
Please note this dataset is an archived version of the Administrative Boundaries (AB). For the latest version of the AB please go to this url: https://data.gov.au/dataset/ds-dga-bdcf5b09-89bc-47ec-9281-6b8e9ee147aa/details?q=geoscape ---------------------------------- Geoscape Administrative Boundaries is Australia’s most comprehensive national collection of boundaries, including government, statistical and electoral boundaries. It is built and maintained by Geoscape Australia using authoritative government data. Further information about contributors to Administrative Boundaries is available here. This dataset comprises seven Geoscape products: * Localities * Local Government Areas (LGAs) * Wards * Australian Bureau of Statistics (ABS) Boundaries * Electoral Boundaries * State Boundaries and * Town Points Updated versions of Administrative Boundaries are published on a quarterly basis. Users have the option to download datasets with feature coordinates referencing either GDA94 or GDA2020 datums. Notable changes in the November 2024 Administrative Boundaries release * Two locality names in the Northern Territory have been changed. BESWICK and PIGEON HOLE have been replaced with WUGULARR and NITJPURRU respectively. * In New South Wales, the locality of BLUE MOUNTAINS NATIONAL PARK has been retired and replaced by ‘Birrabang’, ‘Blue Labyrinth’, ‘Burramoko’, ‘Carmarthen’, ‘Govetts’, ‘Ingar’, ‘Jamison Valley’, ‘Kariwoga’, ’Massif Ridge’, ‘Mount Portal’, ‘Narrow Neck’, ‘Rocklily Ridge’ and ‘Tesselate Hill’ localities. * The November 2024 release includes updates to the Commonwealth Electoral Boundaries for NSW, VIC, and WA to reflect the redistribution of the boundaries. * There have been spatial changes (area) greater than 1 km2 to the localities: New South Wales - ‘Megalong Valley’, ‘Mount Wilson’, ‘Mount Tomah’, ‘Bell’, ‘Blackheath’, ‘Mount Victoria’, ‘Mount Irvine’, ‘Medlow Bath’, ‘Hazelbrook’, ‘Katoomba’, ‘Leura’, ‘Woodford’, ‘Razorback’, ‘Wentworth Falls’, ‘Linden’, and ‘Mount Hunter’. Victoria - ‘Metung’, ’Eagle Point’, ‘Newlands Arm’, and ‘Boole Poole’. Northern Territory - ‘Victoria River’ and ‘Nitjpurru’. South Australia - ‘Mount Compass’ and ‘Myponga’. * 4 new lga records have been added: ‘Unincorporated - Botany Bay Area’ in New South Wales, ‘Groote Archipelago Region’ in Northern Territory, ‘Shire Cocos (Keeling) Islands’ in Other Territories and ‘Lower Eyre Council’ in South Australia. * 2 lga records ‘Shire of Cocos Island’ in other Territories and ‘The DC of Lower Eyre Peninsula’ in South Australia have been retired. * There have been spatial changes (area) greater than 1 km2 to the ‘Charters Towers Regional’, Cloncurry Shire’, ‘Tablelands Regional’, ‘Unincorporated - Sydney Harbour Area’, and ‘East Arnhem Region’ Local Government Areas. Further information on Administrative Boundaries, including FAQs on the data, is available here or through Geoscape Australia’s network of partners. They provide a range of commercial products based on Administrative Boundaries, including software solutions, consultancy and support. Note: On 1 October 2020, PSMA Australia Limited began trading as Geoscape Australia. ##License Information The Australian Government has negotiated the release of Administrative Boundaries to the whole economy under an open CCBY 4.0 licence. Users must only use the data in ways that are consistent with the Australian Privacy Principles issued under the Privacy Act 1988 (Cth). Users must also note the following attribution requirements: Preferred attribution for the Licensed Material: >Administrative Boundaries © Geoscape Australia licensed by the Commonwealth of Australia under Creative Commons Attribution 4.0 International license (CC BY 4.0). Preferred attribution for Adapted Material: >Incorporates or developed using Administrative Boundaries © Geoscape Australia licensed by the Commonwealth of Australia under Creative Commons Attribution 4.0 International licence (CC BY 4.0). ##What to Expect When You Download Administrative Boundaries Administrative Boundaries is large dataset (around 1.5GB unpacked), made up of seven themes each containing multiple layers. Users are advised to read the technical documentation including the product change notices and the individual product descriptions before downloading and using the product.
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Servicio en línea de información sobre el nivel del agua para EE. UU., Reino Unido, IE, DE, AT, CH y Südtirol. Se puede activar el aviso por SMS y correo electrónico. Te avisa en caso de inundaciones.
CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
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This dataset contains the digitized treatments in Plazi based on the original journal article Healy, Brenda, Fend, Steve (2002): The occurrence of Mesenchytraeus (Enchytraeidae: Oligochaeta) in ri ‚ e habitats of north-west American rivers, with description of a new species. Journal of Natural History 36 (1): 15-23, DOI: 10.1080/713833842, URL: http://www.tandfonline.com/doi/abs/10.1080/713833842
This data set is published in the technical report prepared for the Independent Assessment of the Social and Economic Conditions in the Basin Independent Assessment of the Social and Economic Conditions in the Basin. \r \r
This dataset provides data for individual Local Government Areas (LGAs) of the Murray-Darling Basin for different dimensions of community wellbeing. The categorisation indicates whether a community was considered to have poorer than average, average, or better than average outcomes from Regional Australia scores for each dimension. This dataset also includes the remoteness classification of the Local Government areas and the population figures for the years 2006, 2011 and 2016.\r \r
This dataset identifies average scores for access to services and infrastructure by local government area. There are some limitations to this data: in particular, in less populated areas, there was insufficient sample in some LGAs to analyse data for that LGA on its own. In these cases, the data reported are for 2-4 LGAs of similar remoteness, located adjacent to each other, with the average score for respondents in those two to four LGAs.\r \r
This dataset covers population figures for 2006 and 2016, changes in economic diversity , changes in dependence on agriculture, irrigation dependence and Drought severity on the LGAs\r \r
Schirmer J and Mylek M (2020) Thriving, surviving, or declining communities: socio-economic change in Murray–Darling Basin communities, report to the the Panel for the Independent Assessment of Social and Economic Conditions in the Murray–Darling Basin. Raw data from the Australian Bureau of Statistics (ABS) for the years 2006, 2011, and 2016, Hutchinson Drought Severity Index from 2001 to 2018, Australian Institute of Health and Welfare (AIHW) for the year 2017 and Regional Wellbeing Survey (RWS) 2018 are used to develop the datasets in this Sheet.\r \r
The Regional Wellbeing Survey is open to Aboriginal and Torres Strait Islander participants, and each year around 100 to 150 Aboriginal or Torres Strait Islander people participate in the survey. However, this is a small sample, and the survey does not currently include some topics known to be important to the wellbeing of Aboriginal and Torres Strait Islander people – for example, topics examining connection to country, or experiences of racism. This means the Regional Wellbeing Survey can provide some insight but not a comprehensive understanding of factors important to the wellbeing of Aboriginal and Torres Strait Islanders" (Schirmer, J, Mylek, M, Peel, D, Yabsley, B (2015) People and Communities, The 2014 Regional Wellbeing Survey, Report 1 People and Communities, University of Canberra). \r \r
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This publication is provided under a Creative Commons Attribution 4.0 license. (https://creativecommons.org/licenses/by/4.0)\r \r
lana.hartwig@griffith.edu.au\r https://www.griffith.edu.au/australian-rivers-institute\r \r
Hartwig, L.D., & Jackson, S. (2020). The status of Aboriginal water holdings in the Murray-Darling Basin. ARI Report No. 2020/004. Australian Rivers Institute, Griffith University, Australia
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Descriptive table of admission day PCR values by lesion severity score.
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Data Notes:
Alexandria Park Community School, Batlow Technology School, Dubbo School of Distance Education, Evans River Community School, Hunter School of Performing Arts, Lucas Heights Community School, Southern Cross School, and Wadalba Community School are included with central/community schools.
Previous publications compared enrolments in DEC regions. From 2014 these geographies have been discontinued and replaced with a geographical structure based on the new ABS Australian Statistical Geography Standard (ASGS). Groups of ASGS Statistical Area 4 (SA4) boundaries in NSW have been combined into 11 groups for reporting and publication of department data.
Central/community schools have primary and secondary departments and may be established where there is an enrolment in secondary classes of 20 or more. Enrolments in primary departments and secondary departments are included with the appropriate student data.
Schools for specific purposes (SSPs) are for students with specific needs. Students in SSPs are reported according to the type of specific need rather than by their year of schooling.
Data Source:
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Data Notes:\r \r * Primary schools enrol students in Kindergarten to Year 6.\r \r * Secondary schools generally enrol students in Years 7 to 12, although some secondary schools only enrol students in the senior years, that is, Years 11 to 12 or the junior years, that is, Years 7 to 10.\r \r * Central/community schools have primary and secondary departments and may be established where there is an enrolment in secondary classes of 20 or more.\r \r * Alexandria Park Community School, Batlow Technology School, Dubbo School of Distance Education, Evans River Community School, Hunter School of Performing Arts, Lucas Heights Community School and Wadalba Community School are included with central/community schools.\r \r * Norfolk Island Central School was included in NSW data for the first time in 2016. It has not been designated an SA4 group, so is only included in the NSW total.\r \r * Schools for specific purposes (SSPs) are for students with specific needs. \r \r * Environmental Education Centres (EECs) provide environmental education for students, but do not have full time enrolments. \r \r * Since 2014, the department has used a geographical structure based on the new ABS Australian Statistical Geography Standard (ASGS). Groups of ASGS Statistical Area 4 (SA4) boundaries in NSW have been combined into 11 groups for reporting and publication of department data. Previous publications compared enrolments in DEC regions. \r \r Data Source:\r \r * Schools and Students: Statistical Bulletin . Centre for Education Statistics and Evaluation.\r
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Descriptive table of lesion severity score by age.
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This repository contains scripts and data related to the article entitled Using a down-looking multi-frequency Acoustic Backscatter System (ABS) for measuring suspended sediments in rivers published in Water Resources Research. The scripts are provided through Python Jupyter Notebooks. Instructions for running the scripts are given in readme.txt file.