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measured directly, because the depletion of water (through ET) can be obtained from the

               satellite measurements.  The WA+ approach relies on a range of open access remote sensing

               datasets, in conjunction with open access GIS data and global hydrological model outputs to

               calculate basin water balances on a regular basis, and to communicate water resource related
               information  for  different  land  use  categories.    Consistent  water  balance  parameters  and

               water accounts can be calculated through the framework for a river basin and its sub-basins,

               avoiding data discrepancies between adjacent regions (or across transboundary river basins),
               and  quantifying  indicators  related  to  water  use  and  availability  based  on  measured  data

               where local data is insufficient.




               2.0 The Scale Invariant Water Accounting Plus (SIWA+) Approach


               Water accounting requires complete accounting for all sources (rainfall, groundwater, surface
               water,  runoff,  other  climate-resilient  sources  such  as  wastewater,  recycled, desalination),

               uses  of  water  (evaporation,  transpiration,  runoff,  recharge,  flow  to  sinks,  inter-basin

               diversions, industrial users, irrigation and environmental uses) and change in storage capacity

               (including soil moisture and surface and groundwater reserves) as water assets for further

               accessibility.
               The Scale-Invariant Water Accounting Plus (SIWA+) approach is designed to generate water

               accounts for any boundary, including catchments, counties, countries, or continents.


               Built  on  the  conventional  WA+  method,  SIWA+  allows  users  to  avoid  rerunning  complex

               models by clipping data based on user-defined boundaries using a Boundary Data Extractor

               (BDE). Additionally, it includes a Discharge Extractor (DISE) for managing inflow and outflow

               data, especially in cases where in-situ data is unavailable. The DISE features sub-modules to

               manage discharge for various boundaries, from river basins to administrative regions. The
               SIWA+  also  incorporates  desalination  data  extraction  (DDE)  for  regions  with  desalination

               plants, and it streamlines the creation of water sheets through the Rapid Optimized Sheet

               Extractor (ROSE). This approach provides flexibility and scalability, enabling efficient water
               accounting at various scales.
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