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Data Processing Algorithms

Algorithm Theoretical Basis Documents

Two algorithm theoretical basis documents (ATBDs) summarize how the data is processed at various processing levels:

There are other ATBDs summarizing the findings of the NISAR science team regarding how the requirements for generating particular data products are met:

References
  1. NISAR Algorithm Development Team. (2023). NISAR L1 and L2 Algorithm Theoretical Basis Document (Techreport D-95677 (Revision A)). NASA Jet Propulsion Laboratory. https://nisar.asf.earthdatacloud.nasa.gov/NISAR-SAMPLE-DATA/DOCS/NISAR_D-95677_NASA_L1_L2_ATBD_20231112_R3.4_w-sigs.pdf
  2. NISAR Soil Moisture Science Team. (2023). NISAR L3 Soil Moisture Data Product: Algorithm Theoretical Basis Document (ATBD) (Techreport D-107679 (Revision 3.3)). NASA Jet Propulsion Laboratory. https://nisar.asf.earthdatacloud.nasa.gov/NISAR-SAMPLE-DATA/DOCS/NISAR_D-107679_L3SM_ATBD_R3.3_20230428_w-sigs.pdf
  3. NISAR Solid Earth Team. (2022). Algorithms to Validate NISAR L2 Coseismic, Transient and Secular Displacement Requirements (Techreport Algorithm Theoretical Basis Document (Revision A)). https://gitlab.com/nisar-science-algorithms/solid-earth/ATBD/-/blob/main/docs/SES_ATBD.pdf
  4. Joughin, I., Rignot, E., Forster, R., Gardner, A., & Scheuchl, B. (2022). NISAR L3 Ice Sheets and Glacier Products (Techreport Algorithm Theoretical Basis Document (Revision 2.1)). https://gitlab.com/nisar-science-algorithms/cryosphere/land-ice/atbd/documentation/-/blob/main/ATBD_IceSheetVelocity-Version2.1.pdf
  5. Holt, B. (2022). NISAR L2 Sea Ice Motion Product (Techreport Algorithm Theoretical Basis Document (Revision 4)). https://gitlab.com/nisar-science-algorithms/cryosphere/sea-ice/rgps_calval/-/blob/main/docs/SeaIceMotion_ATBD_V4.docx
  6. Siqueira, P., Chapman, B., Kelldorfer, J., Saatchi, S., & Simard, M. (2018). NISAR Ecosystem L2 Products (Techreport Algorithm Theoretical Basis Document). https://gitlab.com/nisar-science-algorithms/ecosystems/documentation/-/blob/main/NISAR_Ecosystems_Combined_ATBD.pdf