# ADR-0018: AgFields Weighted PASS Accounting Status: Accepted Date: 2026-07-13 ## Context AgFields currently runs each retained field/hillslope intersection as an independent WEPP hillslope. Those simulations preserve each sub-field's Peridot representative slope and crop rotation, but their water and sediment do not enter the parent watershed run. Two integration concepts were assessed in `wepppy/weppcloud/routes/usersum/weppcloud/ag_field-mod.md`. Concept 2 combines independent sub-field PASS records with the uncovered fraction of the parent hillslope PASS and reruns watershed WEPP. Concept 1 would instead collapse the field mosaic into ordered OFEs on the parent profile. The maintainer selected Concept 2 for implementation and deferred Concept 1. Mariana Dobre will perform the scientific evaluation after the implementation produces runnable results. ## Decision Implement Concept 2 as explicit area-weighted outlet injection. For parent area `A_parent`, retained field raster areas `A_i`, and sub-field modeled PASS areas `A_modeled_i`, use: ```text A_background = A_parent - sum(A_i) baseline_scale = A_background / A_parent subfield_scale_i = A_i / A_modeled_i ``` Scale extensive water-volume, groundwater-volume, sediment-mass, and peak-rate quantities by the applicable source scale. Reconstruct runoff, subsurface-flow, and tile-drainage depths from combined volumes and target parent area. Reconstruct each sediment concentration from combined class mass and runoff volume, and reconstruct particle fractions with source sediment-mass weights. Superimpose scaled triangular source hydrographs to obtain combined peak runoff and its peak time. The normative field-by-field rules are in `docs/work-packages/20260713_ag_fields_concept2_watershed_integration/artifacts/pass_field_semantics.md`. Legacy `E11.5` row serialization and `E10.5` header-area serialization retain five significant decimal digits in the Fortran `0.ddddd` mantissa. Closure therefore uses the value-specific half-ULP budget `0.5 * 10^(floor(log10(abs(x))) - 4)`, plus a bounded floating-point term, rather than a tunable percentage. Derived sediment-mass and depth-volume identities use the documented product-of-rounded-operands bound. Event budgets sum into the full-run budget. A parent combine fails before replacement when any reparsed conserved quantity exceeds its calculated budget. Do not apply a delivery ratio, buffer correction, or other uncalibrated heuristic. The combined source is delivered at the parent hillslope outlet, after which normal watershed and channel routing applies. Preserve source-level accounting in additive manifests because the combined parent PASS no longer retains source identity. Materialize parent PASS files under the isolated AgFields watershed tree from the current prepared parent WEPP inputs when baseline PASS files are unavailable or were removed after interchange. Never rewrite baseline or independent sub-field run/output trees. Concept 1 is not an implementation or validation dependency. `gwbfv` and `gwdsv` are extensive m3 volumes. `clot`, `slot`, `saot`, `laot`, and `sdot` are unitless particle fractions, not rates or percentages. Header particle diameters and phosphorus concentrations must match across sources and are copied from the target parent; v1 does not silently average heterogeneous chemistry. `tdep` is a signed extensive deposition term. WEPP's `sedseg.for` derives it from signed deposition-profile values, and `wshred.for` accumulates the signed value unchanged. Require it to be finite, preserve its sign through area scaling and summation, and apply the same serialization-derived closure budget used for other direct extensive quantities. The nonnegativity rule still applies to the other documented volumes, depths, rates, masses, concentrations, durations, and fractions. The five `frcflw` particle-flow components are finite nonnegative shape values but are not forcibly renormalized. WEPP normalizes them on some `enrich.for` paths, but other producer paths can emit a vector whose serialized sum differs materially from one; `wshred.for`/`wshimp.for` consume the components unchanged. Preserve each source vector through the documented sediment-mass-weighted component average. Reject invalid components, but do not reject or silently normalize a finite nonnegative vector solely because its sum is not one. ## Decision Provenance - Decision Venue: Codex API conversation, 2026-07-13 12:37 PDT - Participants Present: Roger Lew, Codex - Decision Owner(s): Roger Lew, WEPPpy maintainer - Scientific Evaluator: Mariana Dobre - Implementer(s): Codex ## Change Summary Old behavior: independent AgFields sub-field PASS outputs are summarized at field scale but are not routed through the parent watershed. New behavior: an isolated watershed-integration stage will area-weight the parent background and every retained sub-field source, verify source/event/run closure, write one combined PASS per parent hillslope, and rerun watershed WEPP. Concept 1 remains deferred. ## Rationale Concept 2 retains the independent sub-field simulations and their water and sediment accounting. It avoids reducing a two-dimensional field mosaic to quantized one-dimensional OFE bands and has a smaller, testable implementation kernel. Its known limitation is delivery-path fidelity between a field and the parent outlet; that limitation is explicit and will be assessed scientifically after engineering delivery. ## Alternatives Considered 1. Rebuild parent hillslopes as field-aware OFEs - deferred because arbitrary field mosaics require lossy band assignment and a substantially larger implementation. 2. Require a Concept 1 prototype as a validation oracle - rejected because Mariana will perform the scientific evaluation from Concept 2 outputs and geometry. 3. Apply an empirical buffer or sediment-delivery correction - rejected because no calibrated transfer function has been approved. 4. Modify the existing Roads PASS combiner semantics - rejected because Roads owns an additive, unweighted contract that must remain stable. ## Consequences Concept 2 preserves represented source area and weighted water/sediment accounting, but it does not simulate runon, deposition, or trapping below a field. Background response is approximated by scaling the full parent hillslope result to uncovered area. Integrated outputs therefore require explicit outlet-injection labeling and scientific-use guidance from Mariana's evaluation. The implementation adds an isolated run-artifact tree, a weighted native kernel, and additive NoDb/RQ/API/UI state. Legacy projects remain readable because absence of the new state means "not run." ## Evidence - `docs/work-packages/20260713_ag_fields_concept2_watershed_integration/` - `/wc1/runs/sa/sacral-self-discipline` - The dev project contains 6,626 independent sub-field PASS files spanning 1,869 affected parent hillslopes. Its retained field raster area is 113,774,400 m2; affected parent area is 176,981,400 m2; no parent is overcovered. - Peridot metadata on that project closes `length * width` to raster area within `5.9e-11` m2 per sub-field. - The accepted semantic table cites the WEPP producer, watershed consumer, sediment producer, binary PASS contract, and owned Rust parser for every field. - The authoritative `sacral-self-discipline` rehearsal exposed a real signed `tdep` value (`-0.75359` kg), confirming the `sedseg.for` sign convention and correcting the initial nonnegative-validation assumption before delivery. - The same rehearsal exposed a real five-component `frcflw` sum of `1.008624`; source inspection confirmed that WEPP does not renormalize every producer path, so the kernel preserves rather than rejects or alters that shape vector. ## Risk and Rollback Notes Primary risks are incorrect PASS column classification, serialization drift, stale/mismatched calendars, and scientific over-interpretation of outlet injection. Mitigate them with the field-semantics table, parser round-trip tests, explicit source manifests, event/run closure diagnostics, isolated outputs, and user-facing limitations. Roll back by disabling/removing the separate watershed-integration stage and its additive UI/API exposure. Existing baseline and independent AgFields artifacts are unchanged, and the isolated `wepp/ag_fields/watershed/` tree can be cleared without data migration. ## Implementation Notes The completed ExecPlan is `docs/work-packages/20260713_ag_fields_concept2_watershed_integration/prompts/completed/ag_fields_concept2_watershed_integration_execplan.md`. The weighted kernel and its diagnostics must use the accepted semantic-table version `ag_fields_pass_semantics_v1` and algorithm name `ag_fields_v1`. A change to any formula, zero-volume rule, or closure budget requires a superseding ADR revision before implementation changes.