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The Gold Standard of Soil Science | Hysteresis, Scanning Curves and Wetting-Drying Memory

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A single-valued water-retention curve assumes that pressure head determines water content uniquely. Real soils can follow different paths while drying and wetting. Entrapped air, pore geometry and contact-angle effects create hysteresis, while reversals generate scanning curves inside the main boundary loop. The current state therefore depends partly on how the soil arrived there.

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CHAPTER 1 OF 12 · DEFINE THE DECISION

1. Define the state and its hydraulic history

Let θ denote volumetric water content and h pressure head. In a non-hysteretic model, one θ(h) relation is used. In a hysteretic model, main drying and main wetting curves bound a family of scanning paths followed after reversals.

The variables, sign convention and reference state must be stated. A pressure head of −100 cm on a drying path need not carry the same water content or conductivity as −100 cm on a wetting path.

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CHAPTER 2 OF 12 · DEFINE THE DECISION

2. Link the loop to pore-scale mechanisms

Ink-bottle geometry allows a pore body to empty through a narrow throat at one suction and refill at another. Advancing and receding contact angles differ, and wetting can trap air that drying had displaced.

These mechanisms need not contribute equally in every soil. Structure, texture, organic matter, compaction, air access and cycle amplitude affect the observed loop; hysteresis parameters are model summaries rather than unique pore diagnoses.

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CHAPTER 3 OF 12 · WORK THE LEDGERS

3. Work an original same-head ledger

Use an illustrative soil whose main drying water content at h=−100 cm is 0.30, main wetting water content is 0.24 and an intermediate scanning path gives 0.27. The head is identical, but hydraulic history changes storage.

Path at h=−100 cmWater content θRecent historySafe reading
Main drying0.30Drained from wetter stateUpper boundary value
Scanning drying0.27Rewetted, then reversedInterior path
Main wetting0.24Wetted from drier stateLower boundary value
Single-curve modelOne chosen valueHistory erasedPossible storage error
Original hysteresis ledger. Values are illustrative; the invariant lesson is that equal pressure head need not imply equal water content.

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CHAPTER 4 OF 12 · WORK THE LEDGERS

4. Construct scanning curves after reversals

When drying reverses to wetting before reaching the main drying endpoint, the state follows a wetting scanning curve toward the main wetting boundary. A later reversal generates a drying scanning curve from that new reversal point.

A model needs rules for reversal points, curve shape and closure. Numerical implementations may scale scanning curves from boundary curves; the exact rule must be reported because it controls memory and can produce different storage changes.

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CHAPTER 5 OF 12 · WORK THE LEDGERS

5. Change the path and keep the endpoints

Compare two experiments that both end at h=−100 cm. Experiment A dries monotonically from saturation. Experiment B dries to −300 cm, rewets to −50 cm and dries again to −100 cm. The final head matches, but θ and entrapped-air history can differ.

ExperimentHead sequenceFinal headExpected path
A0 → −100 cm−100 cmMain or primary drying
B0 → −300 → −50 → −100 cm−100 cmNested scanning path
Endpoint-only recordOnly −100 cm stored−100 cmCannot recover history
Full recordHeads plus reversals−100 cmPath can be modelled
Changed-path ledger. Matching endpoints do not determine a hysteretic state; reversal history is part of the data.

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CHAPTER 6 OF 12 · TRANSFER THE METHOD

6. Carry hysteresis into conductivity and flow

Hydraulic conductivity can also be path dependent because connected water-filled pathways differ between wetting and drying. Using only a hysteretic retention curve with a non-hysteretic conductivity relation may still miss observed flux behaviour.

The practical effect depends on the forcing. Strong infiltration-drainage cycles, irrigation pulses and shallow fluctuating water tables may expose it more than nearly monotonic drying over a narrow range.

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CHAPTER 7 OF 12 · TRANSFER THE METHOD

7. Connect the established soil-water routes

The Richards-equation guide shows where storage and conductivity enter the forward balance. The hydraulic-conductivity guide separates conductivity from gradient assumptions.

Use the inverse-modelling guide for parameter correlations and experiment design, and the dual-permeability guide when preferential domains, rather than hysteresis alone, control the response.

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CHAPTER 8 OF 12 · TRANSFER THE METHOD

8. Design measurements that retain memory

Record continuous or sufficiently dense pairs of h and θ through complete wetting, drying and reversal sequences. Synchronise sensors, document temperature and density corrections, and distinguish equilibrium steps from dynamic lag.

Replicate cycles to see whether the loop stabilises or changes through swelling, aggregate breakdown or trapped-air redistribution. A loop measured in a repacked core may not transfer directly to field structure.

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CHAPTER 9 OF 12 · CHECK LIMITS AND EVIDENCE

9. Know the limits and common misconceptions

Every wetting–drying difference is not hydraulic hysteresis. Sensor lag, non-equilibrium, temperature effects, spatial mismatch and evaporation can create apparent loops. Conversely, fitting one retention curve to both branches can hide systematic residuals.

Scanning curves are not arbitrary lines between boundary curves. Their geometry follows a chosen hysteresis model and reversal bookkeeping. More parameters can improve fit while weakening identifiability.

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CHAPTER 10 OF 12 · CHECK LIMITS AND EVIDENCE

10. Use an evidence and source routine

Record soil structure and preparation, initial saturation, h and θ conventions, boundary wetting and drying data, reversal points, scanning rule, entrapped-air treatment, conductivity hysteresis, equilibration time, sensor response, cycle repeatability, parameter uncertainty and validation under changed forcing.

Šimůnek and colleagues’ USDA-hosted study estimates hysteresis in soil water retention from permeameter data. The HYDRUS-1D technical manual documents boundary wetting and drying curves and scaled scanning-curve assumptions.

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CHAPTER 11 OF 12 · ASK AND CONTINUE

11. Frequently asked questions

Can I use one θ(h) curve for all simulations?

Sometimes as an approximation, but test it when the forcing includes reversals and storage or flux errors matter.

Does the wetting curve always lie below the drying curve?

That is common under a stated convention and range, but verify the data, definitions and model rather than assuming a universal ordering.

Is a larger loop always more realistic?

No. Loop size must be supported by measurements and must transfer to changed cycles without unstable reversal behaviour.

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CHAPTER 12 OF 12 · ASK AND CONTINUE

12. Continue with a reversal-history transfer check

Create two head sequences with the same final h but different reversal points. Sketch the main wetting and drying boundaries, place each reversal and trace the scanning paths. Then identify which observations would distinguish hysteresis from sensor lag.

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