The Cybersecurity Framework Manufacturing Profile Low Security Level Example Implementations Guide provides example proof-of-concept solutions demonstrating how open-source and commercial off-the-shelf (COTS) products that are currently available today can be implemented in manufacturing environments to satisfy the requirements in the Cybersecurity Framework (CSF) Manufacturing Profile Low Security Level. Example proof-of-concept solutions for a process-based manufacturing environment and a discrete-based manufacturing environment are included in the guide. Depending on factors like size, sophistication, risk tolerance, and threat landscape, manufacturers should make their own determinations about the breadth of the proof-of-concept solutions they may voluntarily implement. The dataset includes all of the raw and processed measurement data for the example implementation of the discrete-based manufacturing system use case.

This dataset includes chemical, discrete sample, physical and profile data collected from SONNE in the North Atlantic Ocean and South Atlantic Ocean from 2000-11-28 to 2000-12-27 and retrieved during cruise 06BE152. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-12 (CFC-12), DELTA HELIUM-3, DISSOLVED OXYGEN, HELIUM, HYDROSTATIC PRESSURE, NEON, NITRATE, NITRITE, PHOSPHATE, Potential temperature (theta), SALINITY, SILICATE, Tritium (Hydrogen isotope) and WATER TEMPERATURE. The instruments used to collect these data include CTD and bottle. These data were collected by Monika Rhein of Universität Bremen as part of the CARINA/06BE20001128 (06BE152, WOCE AR04) dataset. The CARINA (CARbon dioxide IN the Atlantic Ocean) data synthesis project is an international collaborative effort of the EU IP CARBOOCEAN, and U.S. partners. It has produced a merged internally consistent dataset of open ocean subsurface measurements for biogeochemical investigations, in particular, studies involving the carbon system. The original focus area was the North Atlantic Ocean, but over time the geographic extent expanded and CARINA now includes data from the entire Atlantic, the Arctic Ocean, and the Southern Ocean.

This dataset includes discrete sample and profile data collected from DISCOVERY in the Indian Ocean and Southern Oceans (> 60 degrees South) from 1994-02-19 to 1994-03-30. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-113 (CFC-113), CHLOROFLUOROCARBON-12 (CFC-12), Carbon tetrachloride (CCL4), DISSOLVED OXYGEN, Delta Oxygen-18, HYDROSTATIC PRESSURE, NITRATE, Potential temperature (theta), SALINITY, WATER TEMPERATURE, phosphate and silicate. The instruments used to collect these data include CTD and bottle. These data were collected by Robert R. Dickson of Fisheries Laboratory - Lowestoft as part of the WOCE_ISS01h_74DI19940219 dataset. CDIAC associated the following cruise ID(s) with this dataset: DIS94 and WOCE_ISS01h_1994 The World Ocean Circulation Experiment (WOCE) was a major component of the World Climate Research Program with the overall goal of better understanding the ocean's role in climate and climatic changes resulting from both natural and anthropogenic causes. The CO2 survey took advantage of the sampling opportunities provided by the WOCE Hydrographic Program (WHP) cruises during this period between 1990 and 1998. The final collection covers approximately 23,000 stations from 94 WOCE cruises.

This dataset includes discrete profile measurements of chlorofluorocarbons (CFC-11, CFC-12), temperature and salinity collected during the R/V Maria S. Merian cruise MSM21/2 (EXPOCODE 06M220120625) in the North Atlantic Ocean from 2012-06-25 to 2012-07-24.

This dataset includes discrete bottle profile measurements of water temperature, salinity and chlorofluorocarbons (CFC-11, CFC-12) obtained during the R/V Maria S. Merian cruise MSM39 (EXPOCODE 06M220140607) in the Northwestern Atlantic from 2014-06-07 to 2014-06-25.

This dataset includes discrete profile measurements of chlorofluorocarbons, oxygen, water temperature and salinity collected from R/V Maria S. Merian cruise MSM05_1 (EXPOCODE 06M220070414) in the North Atlantic Ocean from 2007-04-14 to 2007-05-03.

This dataset includes discrete sample and profile data collected from LAURENCE M. GOULD in the Gulf of Guinea, South Atlantic Ocean and Southern Oceans (> 60 degrees South) from 2006-03-23 to 2010-11-02. These data include DELTA CARBON-13, DELTA CARBON-14, SALINITY and WATER TEMPERATURE. The instruments used to collect these data include CTD and bottle. These data were collected by Tom P. Guilderson of Lawrence Livermore National Laboratory; Center for Accelerator Mass Spectrometry, Colm Sweeney and Tim Newberger of NOAA Earth System Research Laboratory (ESRL), and Johnny Stutsman and Paul D. Quay of University of Washington (UW) as part of the Drake Passage Radiocarbon Data dataset. CDIAC associated the following cruise ID(s) with this dataset: Drake Passage Radiocarbon Data

This dataset includes discrete, profile dissolved inorganic carbon, total alkalinity, water temperature and salinity measurements collected and assembled from a number of cruises on many different ships for the California Cooperative Oceanic Fisheries Investigations program (CalCOFI) in the North East Pacific Ocean Coastal area from 1983-03-19 to 2021-07-20 by the Scripps Institution of Oceanography (SIO). The data were assembled from four distinct datasets on SIO campus and were quality controlled based on observed trends, using World Ocean Circulation Experiment (WOCE) flagging routines.

This dataset includes profile discrete measurements of CTD temperature, CTD salinity, CTD oxygen, nutrients, dissolved inorganic carbon, total alkalinity other measurements obtained during the R/V Knorr cruise (EXPOCODE 316N20100804) in Davis Strait from 2010-08-04 to 2010-09-29.

This dataset includes discrete profile measurements of dissolved inorganic carbon (DIC), total alkalinity, pH, temperature and salinity measured from R/V Savannah cruises in the U.S. East Coast South Atlantic Bight from 2014-04-02 to 2014-12-09.

This dataset includes discrete bottle profile measurements of water temperature, salinity, chlorofluorocarbon-11 (CFC-11) and sulfur hexafluoride (SF6) obtained during the R/V Maria S. Merian cruise MSM53 (EXPOCODE 06M220160331) in the North Atlantic from 2016-03-31 to 2016-05-09.

This dataset includes discrete profile measurements of dissolved inorganic carbon, total alkalinity, pH (on total scale), temperature, salinity, oxygen, nutrients, chlorofluorocarbons and other chemical measurements during R/V Roger Revelle Repeat Hydrography Cruise in the Indian Ocean: GO-SHIP Section I09N (EXPOCODE 33RR20160321), from 2016-03-21 to 2016-04-28. The instruments used to collect these data include CTD and Niskin bottle.

This dataset includes chemical, discrete sample, physical and profile data collected from THALASSA in the Gulf of Guinea, North Atlantic Ocean and South Atlantic Ocean from 2000-07-24 to 2000-08-21. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-12 (CFC-12), DISSOLVED OXYGEN, HYDROSTATIC PRESSURE, NITRATE, SALINITY, WATER TEMPERATURE, phosphate and silicate. The instruments used to collect these data include CTD and bottle. These data were collected by Bernard Bourlès of French National Research Institute for Sustainable Development as part of the Equalant_2000_35TH20000724 dataset. CDIAC associated the following cruise ID(s) with this dataset: Equalant_2000_35TH20000724

Simulated probabilistic speed profiles for 1608 road segments in Prague, Czech Republic

This dataset contains simulated speed profiles for selected road segments in Prague, Czech Republic. The profiles describe changes in average driving speed on a particular segment over a given time interval discretised to a time steps of a fixed size. Number of the time steps is stored in the "IntervalsPerSegment" attribute of the root group. Size of a single time step in seconds is stored in the "TimeStep" attribute. Total length of time interval covered by the profiles is computed as IntervalsPerSegment x TimeStep.

The file contains two types of profiles.

The first type are plain speed profiles which provide just average driving speed assigned to each time step - dataset "speed_profile".

The second type are probabilistic speed profiles which contain discrete probability distribution of the driving speed for particular segment and given time step. The probability distribution in this case has 4 support points, corresponding to 4 Levels of Service (LoS). The first LoS corresponds to an optimal (freeflow) speed and the last one describes the worst case (accident, heavy traffic, etc.). The discrete distribution is stored in the "prob_profile" dataset with the following format:

Column 1 - Speed corresponding to the first LoS in km/h Column 2 - Probability assigned to this speed (float between 0.0 - 1.0) ...

Sampling from this distribution is implemented by the Vose's alias method. We provide precomputed tables for implementing this method for each segment in datasets "alias" and "probability".

Further applications of the probabilistic speed profiles are available in:

Golasowski, M., Tomis, R., Martinovič, J., Slaninová, K., & Rapant, L. (2016, September). Performance evaluation of probabilistic time-dependent travel time computation. In IFIP International Conference on Computer Information Systems and Industrial Management (pp. 377-388). Springer, Cham.

File structure

Profiles for the individual segments are stored as subgroups in the root group. Names of the subgroups correspond to unique road segments identifiers corresponding to a subset of road network of Prague.

The identifiers correspond to a routing index published here: 10.5281/zenodo.2275556

HDF5 "profiles_8runs.h5" { GROUP "/" { ATTRIBUTE "IntervalsPerSegment" { DATATYPE H5T_STD_I32LE DATASPACE SCALAR DATA { (0): 59 } } ATTRIBUTE "NumberOfProfiles" { DATATYPE H5T_STD_I32LE DATASPACE SCALAR DATA { (0): 4 } } ATTRIBUTE "TimeStep" { DATATYPE H5T_STD_I32LE DATASPACE SCALAR DATA { (0): 60 } } ATTRIBUTE "Version" { DATATYPE H5T_STRING { STRSIZE 4; STRPAD H5T_STR_NULLTERM; CSET H5T_CSET_ASCII; CTYPE H5T_C_S1; } DATASPACE SCALAR DATA { (0): "1.0" } } GROUP "66678115" { DATASET "alias" { DATATYPE H5T_IEEE_F64LE DATASPACE SIMPLE { ( 59, 4 ) / ( 59, 4 ) } } DATASET "prob_profile" { DATATYPE H5T_IEEE_F64LE DATASPACE SIMPLE { ( 59, 8 ) / ( 59, 8 ) } } DATASET "probability" { DATATYPE H5T_IEEE_F64LE DATASPACE SIMPLE { ( 59, 4 ) / ( 59, 4 ) } } DATASET "speed_profile" { DATATYPE H5T_IEEE_F64LE DATASPACE SIMPLE { ( 1, 59 ) / ( 1, 59 ) } } }

This dataset includes discrete profile measurements of temperature and salinity collected during the R/V James Clark Ross cruise JR306 (EXPOCODE 74JC20150110) in the South Atlantic Ocean, Southern Ocean from 2015-01-10 to 2015-01-22. Data were collected and made publicly available by GO-SHIP program with National Capability funding from the UK Natural Environment Research Council to the National Oceanography Centre Southampton.

This dataset includes chemical, discrete sample, physical and profile data collected from KNORR in the Indian Ocean and South Atlantic Ocean from 1983-11-13 to 1983-12-10 and retrieved during cruise GLODAPv2_316N19831113. These data include DISSOLVED OXYGEN, HYDROSTATIC PRESSURE, NITRATE, NITRITE, PHOSPHATE, Potential temperature (theta), SALINITY, SILICATE and WATER TEMPERATURE. The instruments used to collect these data include CTD and bottle. These data were collected by Arnold L. Gordon of Lamont-Doherty Earth Observatory (LDEO) as part of the GLODAPv2_316N19831113 dataset.

This dataset includes chemical, discrete sample, physical and profile data collected from OCEANUS in the North Atlantic Ocean from 2008-05-10 to 2008-05-23 and retrieved during cruise Line W. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-113 (CFC-113), CHLOROFLUOROCARBON-12 (CFC-12), DISSOLVED OXYGEN, HYDROSTATIC PRESSURE, Potential temperature (theta), SALINITY, SULFUR HEXAFLUORIDE (SF6) and WATER TEMPERATURE. The instruments used to collect these data include CTD and bottle. These data were collected by John M. Toole of Woods Hole Oceanographic Institution (WHOI) as part of the GLODAPv2_32OC20080510 dataset. The International CLIVAR Global Ocean Carbon and Repeat Hydrography Program carries out a systematic and global re-occupation of select WOCE/JGOFS hydrographic sections to quantify changes in storage and transport of heat, fresh water, carbon dioxide (CO2), and related parameters.

This dataset includes chemical, discrete sample, physical and profile data collected from NATHANIEL B. PALMER in the South Pacific Ocean from 2000-02-15 to 2000-03-24 and retrieved during cruise NBP-00_1 and Ross_Sea_320620000215. These data include CHLOROFLUOROCARBON-11 (CFC-11), CHLOROFLUOROCARBON-113 (CFC-113), CHLOROFLUOROCARBON-12 (CFC-12), DISSOLVED OXYGEN, HYDROSTATIC PRESSURE, SALINITY and WATER TEMPERATURE. The instruments used to collect these data include CTD and bottle. These data were collected by Stanley S. Jacobs of Lamont-Doherty Earth Observatory of Columbia University and William M. Smethie Jr. of Lamont-Doherty Earth Observatory as part of the CLIVAR_Ross_Sea_320620000215 dataset. The International CLIVAR Global Ocean Carbon and Repeat Hydrography Program carries out a systematic and global re-occupation of select WOCE/JGOFS hydrographic sections to quantify changes in storage and transport of heat, fresh water, carbon dioxide (CO2), and related parameters.

This dataset includes discrete profile measurements of dissolved inorganic carbon (DIC), total alkalinity, pH on total scale, temperature, salinity, oxygen, nutrients and other measurements collected from discrete samples and profile observations during the R/V Ryofu Maru III cruise rf201804 (EXPOCODE 49UP20180501) in the North Pacific Ocean from 2018-05-01 to 2018-06-05.

This dataset includes discrete profile measurements of dissolved inorganic carbon, total alkalinity, water temperature, salinity, collected during the R/V Celtic Explorer research cruise (EXPOCODE 45CE20180210) in the North Atlantic Ocean from 2018-02-10 to 2018-02-17. Hydrographic measurements along this section were made under the direction of the GO-SHIP.