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  • Data-Driven Modeling of Groundwater Level Using Machine Learning

    Purpose: This US Army Engineer Research and Development Center (ERDC), Coastal and Hydraulics Laboratory engineering technical note (CHETN) documents a preliminary study on the use of specialized machine learning (ML) methods to model the variations in groundwater level (GWL) with time. This approach uses historical groundwater observation data at seven gage locations in Wyoming, USA, available from the USGS database and historical data on several relevant meteorological variables obtained from the ERA5 reanalysis dataset produced by the Copernicus Climate Change Service (usually referred to as C3S) at the European Center for Medium-Range Weather Forecasts to predict future GWL values for a desired period of time. The results presented in this report indicate that the ML method has the potential to predict both short-term (4-hourly) as well as daily variations in GWL several days into the future for the chosen study region, thus alleviating the need for employing sophisticated process-based numerical models with complicated model structure configurations.
  • Environmental engineers monitor water quality through groundwater sampling

    Whether it is a current or formerly owned, leased or Department of Defense possessed property, the U.S. Army Corps of Engineers Louisville District manages the environmental restoration of sites contaminated with hazardous, toxic or radioactive waste or ordnance in Michigan, Illinois, Indiana, Ohio and Kentucky.
  • Phytomanagement of Soil and Groundwater at the Niagara Falls Storage Site (NFSS) Using Hybridized Trees

    Abstract: The Manhattan Engineer District previously used the 191-acre Niagara Falls Storage Site (NFSS) in Niagara County, New York, to store radioactive residues and wastes from uranium (U) ore processing. At present, management practices will determine whether enhanced evapotranspiration rates produced by hybridized shrub willow cuttings planted in 2016 will affect groundwater hydrology. Two shrub willow varieties were planted in an approximately one-half acre area to examine growth performance along a U impacted sanitary sewer line. Additionally, control plots will compare the effectiveness of shrub willows to unplanted areas. Observations of the planted area after 18 months showed success of shrub willow growth with increasing biomass. Chemical analysis from tree tissue samples of the field study showed no significant uptake of U or thorium (Th) to date. A greenhouse study conducted in parallel to the field study tested the willows under controlled greenhouse conditions and evaluated their ability to grow and accumulate contaminants under controlled conditions. Results from the greenhouse study demonstrated that U accumulation was minimal. Thus, this study demonstrates that the shrub willows are not accumulators of U or Th, an advantageous characteristic that implies stabilized contaminants in the soil and no translocation of U into the aboveground biomass.
  • New USACE Report – Managed Aquifer Recharge (MAR) and the U.S. Army Corps of Engineers: Water Security through Resilience

    The U.S. Army Corps of Engineers’ (USACE) Institute for Water Resources (IWR) released a report titled Managed Aquifer Recharge (MAR) and the U.S. Army Corps of Engineers: Water Security through Resilience. The report is available for free download from https://www.iwrlibrary.us/document/16a468f6-1f43-46a4-b546-141594d30cde.
  • PUBLICATION NOTICE: Web-Based Monitoring of Piezometers for the U.S. Army Corps of Engineers Moose Creek Dam, North Pole, Alaska

     Link: http://dx.doi.org/10.21079/11681/35293 Report Number: ERDC/CRREL TR-19-26Title: Web-Based
  • FEASIBILITY STUDY AVAILABLE FOR THE BALANCE OF PLANT AND GROUNDWATER OPERABLE UNITS OF THE NIAGARA FALLS STORAGE SITE

    The U.S. Army Corps of Engineers Buffalo District is pleased to announce the release of the feasibility study for the Balance of Plant and Groundwater Operable Units of the Niagara Falls Storage Site. The report and a fact sheet about the report are available on the web at: https://www.lrb.usace.army.mil/Missions/HTRW/FUSRAP/Niagara-Falls-Storage-Site/.
  • Corps' technical experts to discuss Suffolk superfund site clean-up efforts

    The U.S. Army Corps of Engineers will host their quarterly public meeting regarding restoration efforts at the Former Nansemond Ordnance Depot Thursday. The Restoration Advisory Board meeting; which will take place at the Courtyard Marriott, located at 8060 Harbour View Blvd. in Suffolk from 6:15 to 8:15 p.m.; will feature discussions regarding the latest cleanup progress.
  • Corps completes Monterey groundwater cleanup project ahead of schedule

    The Sacramento District has completed an $18 million groundwater cleanup environmental restoration project at the former Naval Auxiliary Air Station in Monterey, Calif., about 15 years and $4.5 million ahead of schedule.
  • Mayor tours fuel site

    KIRTLAND AFB, N.M. -- Albuquerque Mayor Richard J. Berry toured the newly upgraded fuel plume remediation equipment Jan. 23 at the base's bulk fuel facility site.
  • District helps clean up Papago Park Military Reservation

    The U.S. Army Corps of Engineers Los Angeles District is helping clean up the remnants from a decades-old underground fuel tank at Papago Park Military Reservation. The District is working with a contractor on the site to operate and monitor a dual-phase soil vapor extraction system which is designed to remove hydrocarbon vapors from the ground while pumping out contaminated groundwater.