update for week 38

Author: jthomasmock

README.md

@@ -159,6 +159,8 @@ Need a **reminder**? There are [extensions](https://chrome.google.com/webstore/d
 | 35 | `2022-08-30` | [Pell Grants](data/2022/2022-08-30) |  [US Dept of Education](https://www2.ed.gov/finaid/prof/resources/data/pell-institution.html) | [`pell` R package](https://curious-joe.github.io/pell/articles/intro.html) |
 | 36 | `2022-09-06` | [LEGO database](data/2022/2022-09-06) |  [`rebrickable`](https://rebrickable.com/downloads/) | [`rebrickable`](https://rebrickable.com/downloads/) |
 | 37 | `2022-09-13` | [Bigfoot](data/2022/2022-09-13) |  [Data.World](https://data.world/timothyrenner/bfro-sightings-data) | [Finding Bigfoot](https://timothyrenner.github.io/datascience/2017/06/30/finding-bigfoot.html) |
+| 38 | `2022-09-20` | [Hydro Wastewater plants](data/2022/2022-09-20) |  [Macedo et al, 2022](https://essd.copernicus.org/articles/14/559/2022/#section4) | [HydroWASTE v1.0](https://figshare.com/articles/dataset/HydroWASTE_version_1_0/14847786/1) |
+
 ***  
 
 # Useful links

data/2022/2022-09-20/HydroWASTE_v10.csv

@@ -0,0 +1,34 @@
+HydroWASTE: Global wastewater treatment plant database
+Date: December 2021
+Version: 1.0
+
+Reference paper: Ehalt Macedo, H., Lehner, B., Nicell, J. A., Grill, G., Li, J., Limtong, A., Shakya, R.: Distribution and characteristics of wastewater treatment plants within the global river network. Earth System Science Data. 2022.
+Correspondence to: Heloisa Ehalt Macedo (heloisa.ehaltmacedo@mail.mcgill.ca) or Bernhard Lehner (bernhard.lehner@mcgill.ca)
+
+Column description:
+
+WASTE_ID	ID of WWTP in HydroWASTE
+SOURCE		National/regional dataset: 1 = Europe; 2 = United States; 3 = Brazil; 4 = Mexico; 5 = China; 6 = Canada; 7 = Australia;	8 = South Africa; 9 = India; 10 = New Zealand; 11 = Peru; 12 = Remaining Countries
+ORG_ID		ID from national/regional dataset (see reference paper for more information)
+WWTP_NAME	Name of the WWTP from national/regional dataset (empty if not reported)
+COUNTRY		Country in which WWTP is located
+CNTRY_ISO	Country ISO
+LAT_WWTP	Latitude of reported WWTP location
+LON_WWTP	Longitude of reported WWTP location
+QUAL_LOC	Quality indicator related to reported WWTP location (see SI of reference paper for more information): 1 = high (tests indicated >80% of reported WWTP locations in country/region to be accurate); 2 = medium (tests indicated between 50% and 80% of reported WWTP locations in country/region to be accurate); 3 = low (tests indicated <50% of reported WWTP locations in country/region to be accurate); 4 = Quality of WWTP locations in country/region not analysed
+LAT_OUT		Latitude of the estimated outfall location (see reference paper for more information)
+LON_OUT		Longitude of the estimated outfall location (see reference paper for more information)
+STATUS		Status of the WWTP from national/regional dataset: Closed, Construction Completed, Decommissioned, Non-Operational, Operational, Projected, Proposed, Under Construction, Not Reported (assumed operational)
+POP_SERVED	Population served by the WWTP
+QUAL_POP	Quality indicator related to the attribute "population served" (see reference paper for more information): 1 = Reported as ‘population served’ by national/regional dataset; 2 = Reported as ‘population equivalent’ by national/regional dataset; 3 = Estimated (with wastewater discharge available); 4 = Estimated (without wastewater discharge available)
+WASTE_DIS	Treated wastewater discharged by the WWTP in m3 d-1
+QUAL_WASTE	Quality indicator related to the attribute "Treated wastewater discharged" (see reference paper for more information): 1 = Reported as ‘treated’ by national/regional dataset; 2 = Reported as ‘design capacity’ by national/regional dataset; 3 = Reported but type not identified; 4 = Estimated
+LEVEL		Level of treatment of the WWTP: Primary, Secondary, Advanced
+QUAL_LEVEL	Quality indicator related to the attribute "level of treatment" (see reference paper for more information): 1 = Reported by national/regional dataset; 2 = Estimated
+DF		Estimated dilution factor (empty if estimated outfall location is the ocean or large lake; see reference paper for more information)
+HYRIV_ID	ID of associated river reach in RiverATLAS at estimated outfall location (link to HydroATLAS database; empty if estimated outfall location is the ocean or an endorheic sink)
+RIVER_DIS	Estimated river discharge at the WWTP outfall location in m3 s-1 (derived from HydroATLAS database; empty if estimated outfall location is the ocean)
+COAST_10KM	1 = Estimated outfall location within 10 km of the ocean or a large lake (surface area larger than 500 km2); 0 = Estimated outfall location further than 10 km of the ocean or a large lake (surface area larger than 500 km2)
+COAST_50KM	1 = Estimated outfall location within 50 km of the ocean or a large lake (surface area larger than 500 km2); 0 = Estimated outfall location further than 50 km of the ocean or a large lake (surface area larger than 500 km2)
+DESIGN_CAP	Design capacity of WWTP as reported in national/regional dataset (empty if not reported)
+QUAL_CAP	Quality indicator related to the attribute "design capacity": 1 = Reported as design capacity in m3 d-1; 2 = Reported as design capacity in 'population equivalent'; 3 = Not reported