Dataset for "Stratification in a Reservoir Mixed by Bubble Plumes under Future Climate Scenarios"

1036 122 15080 6 47880 document 15080 Blagdon_Weather.mat application/octet-stream 9d684dac773897c1f3d9d3dff4a26a71 MD5 82205 2021-07-05 11:50:27 https://researchdata.bath.ac.uk/1036/16/Blagdon_Weather.mat 1036 16 16 application/octet-stream other Observed weather variables used for models runs forced with observed data saved as .mat files. This consists wind direction (o), wind speed (ms^-1), air temperature (C), relative humidity (decimal), pressure (Pascals), solar radiation (Wm^-2), precipitation (mday^-1), longwave radiation (Wm^-2) and a shared time array. These are derived from HadISD Global sub-daily, surface meteorological station data and Met Office MIDAS Open UK Land Surface Stations Data. en public cc_by

Blagdon_Weather.mat

data 15081 6 47882 document 15081 Blagdon_Observations.mat application/octet-stream 76dde10251e6e732ade444b35d77e823 MD5 1604664 2021-07-05 11:56:23 https://researchdata.bath.ac.uk/1036/17/Blagdon_Observations.mat 1036 17 17 application/octet-stream other In-situ measurements from Blagdon Lake from two temperature chains, one made of RBR sensors another with HOBO loggers, with give location, time and temperature. These run from late May to early October at 10 minutes intervals. the rbr chain was located at latitude 51.33858 and at longitude -2.70858. The hobo chain is located at latitude 51.33116 and at longitude -2.688. en public cc_by

Blagdon_Observations.mat

data 15221 2 48638 document 15221 FutureModelRuns_year2040_Scens_1_4-13_15.zip application/zip 7410bd38cc7649a57ecf55c2c89e3441 MD5 5102893075 2021-08-13 13:48:07 https://researchdata.bath.ac.uk/1036/23/FutureModelRuns_year2040_Scens_1_4-13_15.zip 1036 23 23 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2040 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2040_Scens_1_4-13_15.zip

data 15222 2 48640 document 15222 FutureModelRuns_year2030_Scens_1_4-13_15.zip application/zip 7b36cf400cff79b591fd4a802b2a02b6 MD5 5102611649 2021-08-13 13:49:33 https://researchdata.bath.ac.uk/1036/24/FutureModelRuns_year2030_Scens_1_4-13_15.zip 1036 24 24 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2030 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2030_Scens_1_4-13_15.zip

data 15223 2 48641 document 15223 FutureModelRuns_year2035_Scens_1_4-13_15.zip application/zip 2442606741d2a98e7327b8942512cfd9 MD5 5102086791 2021-08-13 13:49:40 https://researchdata.bath.ac.uk/1036/25/FutureModelRuns_year2035_Scens_1_4-13_15.zip 1036 25 25 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2035 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2035_Scens_1_4-13_15.zip

data 15224 2 48644 document 15224 FutureModelRuns_year2055_Scens_1_4-13_15.zip application/zip b98027dc8e3b1f6a3c417d27c92ed510 MD5 5110688774 2021-08-13 13:55:16 https://researchdata.bath.ac.uk/1036/26/FutureModelRuns_year2055_Scens_1_4-13_15.zip 1036 26 26 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2055 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2055_Scens_1_4-13_15.zip

data 15225 2 48645 document 15225 FutureModelRuns_year2065_Scens_1_4-13_15.zip application/zip b8a0187f4b4b59dd6556d83b022b8432 MD5 5116275372 2021-08-13 13:55:29 https://researchdata.bath.ac.uk/1036/27/FutureModelRuns_year2065_Scens_1_4-13_15.zip 1036 27 27 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2065 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2065_Scens_1_4-13_15.zip

data 15226 2 48646 document 15226 FutureModelRuns_year2060_Scens_1_4-13_15.zip application/zip c48d88fecc7e35fc253445bb75071c28 MD5 5114482023 2021-08-13 13:55:58 https://researchdata.bath.ac.uk/1036/28/FutureModelRuns_year2060_Scens_1_4-13_15.zip 1036 28 28 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2060 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2060_Scens_1_4-13_15.zip

data 15227 2 48648 document 15227 FutureModelRuns_year2050_Scens_1_4-13_15.zip application/zip 5a24b6f3fde0f98c3907071696602b57 MD5 5111323964 2021-08-13 13:56:29 https://researchdata.bath.ac.uk/1036/29/FutureModelRuns_year2050_Scens_1_4-13_15.zip 1036 29 29 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2050 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2050_Scens_1_4-13_15.zip

data 15228 2 48652 document 15228 FutureModelRuns_year2080_Scens_1_4-13_15.zip application/zip 3236d80417f84b42a562de3401be3350 MD5 5129606194 2021-08-13 13:59:18 https://researchdata.bath.ac.uk/1036/30/FutureModelRuns_year2080_Scens_1_4-13_15.zip 1036 30 30 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2080 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2080_Scens_1_4-13_15.zip

data 15229 2 48654 document 15229 FutureModelRuns_year2075_Scens_1_4-13_15.zip application/zip c40cc338cd657df44f1ad2bce8874423 MD5 5126669609 2021-08-13 14:00:06 https://researchdata.bath.ac.uk/1036/31/FutureModelRuns_year2075_Scens_1_4-13_15.zip 1036 31 31 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2075 covering from 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2075_Scens_1_4-13_15.zip

data 15230 2 48655 document 15230 FutureModelRuns_year2070_Scens_1_4-13_15.zip application/zip 90bab0c0eef90d6c03d409a97a8f866e MD5 5115136400 2021-08-13 14:00:36 https://researchdata.bath.ac.uk/1036/32/FutureModelRuns_year2070_Scens_1_4-13_15.zip 1036 32 32 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2070 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2070_Scens_1_4-13_15.zip

data 15231 2 48658 document 15231 FutureModelRuns_year2045_Scens_1_4-13_15.zip application/zip 3164acc59e2297c8cd6ef1769478154e MD5 5112910762 2021-08-13 14:12:03 https://researchdata.bath.ac.uk/1036/33/FutureModelRuns_year2045_Scens_1_4-13_15.zip 1036 33 33 application/zip other AEM3D model results for Blagdon Lake for future weather scenarios (1,4-13 and 15) for year 2045 covering from the 20th of May to early September of the given year. This files are given in mat files after processing them from NC files produced by AEM3D within MATLAB. Temperature was the main factor modeled. en public cc_by

FutureModelRuns_year2045_Scens_1_4-13_15.zip

data 15232 2 48661 document 15232 Downscaling_Functions.zip application/zip 3ed75f6694286c426d02618f9608cdfc MD5 11184 2021-08-13 14:47:27 https://researchdata.bath.ac.uk/1036/34/Downscaling_Functions.zip 1036 34 34 application/zip other Functions used to downscale daily weather, including the tuning function to be used with observed weather (DSS_Cal) and down-scaling future weather (DDS_Fut). Within the function the studies where the methodology was derived from is discussed. en public cc_by

Downscaling_Functions.zip

code 15233 2 48663 document 15233 Downscaled_Future_Weather.mat application/octet-stream 3f477cd1a1bd71128e7737b81e676623 MD5 83518186 2021-08-13 14:48:50 https://researchdata.bath.ac.uk/1036/35/Downscaled_Future_Weather.mat 1036 35 35 application/octet-stream other Downscaled weather yearly from 2030 to 2080 with all future weather scenarios used (1,4-13 and 15). These were used to force future models. These files consists wind direction (o), wind speed (ms^-1), air temperature (C), relative humidity (decimal), pressure (Pascals), solar radiation (Wm^-2), precipitation (mday^-1), longwave radiation (Wm^-2) and a shared time array for each of the year covering from early January to late December of the year in question. en public cc_by

Downscaled_Future_Weather.mat

data 15234 2 48666 document 15234 Blagdon2017Model_Cal.mat application/octet-stream 4a5a872c113c0f171502da318ed96846 MD5 38110024 2021-08-13 14:51:16 https://researchdata.bath.ac.uk/1036/36/Blagdon2017Model_Cal.mat 1036 36 36 application/octet-stream other Results from the calibration run of Blagdon Lake in AEM3D using observed weather. This was run from late May to the end of June and has saved data from the location of the two observational temperature chains. en public cc_by

Blagdon2017Model_Cal.mat

data 15235 2 48669 document 15235 Blagdon2017Model_Val.mat application/octet-stream f7b4f03edd9fedf86fddab78c425f3d5 MD5 88566014 2021-08-13 14:52:21 https://researchdata.bath.ac.uk/1036/37/Blagdon2017Model_Val.mat 1036 37 37 application/octet-stream other Results from the validation run of Blagdon Lake in AEM3D using observed weather. These ran from July to early October and has saved data from the location of the two observational temperature chains. en public cc_by

Blagdon2017Model_Val.mat

data 15236 3 48673 document 15236 Data Management Plan BlagdonBubbler_v2.docx application/vnd.openxmlformats-officedocument.wordprocessingml.document f32dcb01a22f0b94b8fffe4c66e16252 MD5 22088 2021-08-13 14:56:37 https://researchdata.bath.ac.uk/1036/38/Data%20Management%20Plan%20BlagdonBubbler_v2.docx 1036 38 38 application/vnd.openxmlformats-officedocument.wordprocessingml.document other Data Management Plan for "Stratification in a reservoir mixed by bubble plumes under future climate scenarios" en staffonly

Data Management Plan BlagdonBubbler_v2.docx

dmp 15238 1 48686 document 15238 indexcodes.txt text/plain cbb95caea887d74845655c3163d12fd4 MD5 2835 2021-08-13 15:15:48 https://researchdata.bath.ac.uk/1036/39/indexcodes.txt 1036 39 39 text/plain other Generate index codes conversion from other to indexcodes en staffonly

indexcodes.txt

http://eprints.org/relation/isVersionOf https://researchdata.bath.ac.uk/id/document/15236 http://eprints.org/relation/isVolatileVersionOf https://researchdata.bath.ac.uk/id/document/15236 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.bath.ac.uk/id/document/15236 15245 2 48824 document 15245 BlagdonBath.mat application/octet-stream 7012fd2f2ba5b59c0bebd8505d989c58 MD5 24262 2021-08-23 20:10:28 https://researchdata.bath.ac.uk/1036/40/BlagdonBath.mat 1036 40 40 application/octet-stream other Latitude, longitude and depths of Blagden Lake. In a .mat file on a grid of 25 meter side cells en public cc_by

BlagdonBath.mat

data archive 8798 disk0/00/00/10/36 2021-09-09 07:56:03 2026-01-03 05:52:57 2021-09-09 07:56:03 data_collection show Birt David djb95@bath.ac.uk University of Bath TRUE Supervisor Zang Jun J.Zang@bath.ac.uk 0000-0002-1810-5172 University of Bath Supervisor Bryant Lee L.Bryant@bath.ac.uk 0000-0002-1783-6942 University of Bath DataCollector Slavin Emily emily.slavin@defra.gov.uk Drinking Water Inspectorate Dataset for "Stratification in a Reservoir Mixed by Bubble Plumes under Future Climate Scenarios" CP0160 CW0010 dept_civ_eng Reservoir, Climate Change, 3D Modelling The Model results are saved inside of MATLAB structure called "Data" within each of the saved model run mat files. This includes all the model outputs saved from the model. Datasets used for the paper "Stratification in a reservoir mixed by bubble plumes under future climate scenarios". This includes models results from Blagdon Lake with both observed weather data and the downscaled future climate data. These runs cover five year intervals from 2030 to 2080 as well as 2017. These weather datasets are also given along with the scripts required to downscale the future data. Observations from Blagdon Lake from Late May to Early September 2017, including a heatwave from 2017. 2021-09-08 University of Bath public RightsHolder University of Bath Engineering and Physical Sciences Research Council https://doi.org/10.13039/501100000266 EP/L016214/1 EPSRC Centre for Doctoral Training in Water Informatics: Science and Engineering (WISE) Natural Environment Research Council https://doi.org/10.13039/501100000270 NE/L002434/1 NERC GW4+ Doctoral Training Partnership wirc Two temperature chains were deployed within Blagdon Lake from May to September in 2017. These recorded every 10 munities at a meter resolution. These were anchored with weights to prevent drifting and with a floatation device at the surface to keep the rope taught. These were deployed and recovered via boats. Data files produced form AEM3D were processed in MATLAB MATLAB or other software that can read .mat files is required to read the results. The 2018 version of AEM3D was used to run the models. 2017-05-20 2017-10-06 en 1 10.15125/BATH-01036 https://doi.org/10.3390/w13182467 pub open Dataset