Circular TG-3.16 · Section 3: Compiling Ocean Accounts from Relevant Data · 1 September 2026
Quality Assurance and Quality Control of Ocean Asset Accounts
Circular TG-3.16 · Section 3: Compiling Ocean Accounts from Relevant Data · 1 September 2026
Quality Assurance and Quality Control of Ocean Asset Accounts
Sets out the checks, records and independent review that show an ocean asset account — physical or monetary, individual resource or ecosystem — is complete, balanced and fit to publish.
Sets out the checks, records and independent review that show an ocean asset account — physical or monetary, individual resource or ecosystem — is complete, balanced and fit to publish.
- Read first
- TG-0.1 General Introduction to Ocean Accounts, TG-0.7 Quality Assurance Principles, TG-3.1 Asset Accounts
Standards this circular implements
- Adapts SEEA Ecosystem Accounting: SEEA EA paras 2.86–2.95 (data quality and uncertainty). Adapts the quality dimensions and the four uncertainty categories into category QC for asset accounts: identities, reconciliation, flags and a quantified range for every asset value. — §3.1 , §3.9
- Adapts SEEA Ecosystem Accounting: SEEA EA para 10.40 (revisions documented) and para 4.17 (extent series revised). Sets one revision rule for asset accounts: reappraisal for new data on the same method; a benchmark revision, made at national-accounts rebasing, for a new method, source, classification or reference level. — §3.3
- Adapts SEEA Central Framework: SEEA CF paras 1.54, 6.7 and 6.64–6.70 (data confrontation; time series and revisions). Applies data confrontation as the reconciliation matrix and trend checks for individual environmental asset accounts. — §3.6
1. Outcome
Section titled “1. Outcome”1After working through this Circular, you will be able to show that an ocean asset account is complete, balanced and fit to publish, and to hand a reviewer the evidence that confirms it. You will be able to:
- 2write a quality assurance and quality control (QA/QC) plan for an asset account: the generic core every account needs, and the asset-account part;
- 3run and log the general checks and the asset-type acceptance checks, physical and monetary;
- 4reconcile the account with the supply and use tables, the production account, government finance statistics, the greenhouse gas inventory and the national balance sheet;
- 5give every cell a grade and a status, and carry them into aggregates;
- 6quantify the uncertainty in asset values and report it as a range;
- 7pass independent review with a complete evidence pack.
8The Circular sets no accounting rule of its own. Every rule it tests is owned by the circular named beside the check, most often TG-3.1 Asset Accounts; what this Circular adds is the procedure, the tolerance and the record.
2. Requirements
Section titled “2. Requirements”1Essential prerequisites:
- 2TG-0.1 General Introduction to Ocean Accounts: conceptual framework and the three-domain structure
- 3TG-0.7 Quality Assurance Principles: quality dimensions, uncertainty categories, documentation categories and quality flags
- 4TG-3.1 Asset Accounts: the asset account tables, identities and compilation procedure that the checks test
5Helpful background:
- 6TG-2.1 Aggregate Biophysical Indicators of Environmental State: condition rescaling and aggregation
- 7TG-1.9 Safe Usage of Monetary Valuation and TG-2.4 Environmental (including Ecosystem) Goods and Services Section 3.10: valuation choices and service-level methods
- 8TG-4.1 Remote Sensing and Geospatial Data and TG-2.12 Spatial Data Frameworks: extent accuracy and the spatial rules
- 9TG-4.8 Physical Condition Measurement and TG-4.9 Biological Condition Measurement: condition variables
- 10TG-6.7 Fisheries Accounting: Integrating Stock Assessment: the stock assessment behind the fish account
- 11TG-0.8 Implementation Readiness Assessment: the institutional checklist (Section 3.5.2)
3. Guidance Material
Section titled “3. Guidance Material”1An asset account can balance and still be wrong. The identity opening + additions — reductions = closing holds in any account whose compiler has closed it on a residual, and a residual can absorb a dropped conversion, a double-counted loss or a unit slip without trace. The worked example in Section 3.8 carries nine seeded errors, and every column in it balances. The identity is necessary, and it is the first check; it is not sufficient, and the rest of this Circular is about what else has to be tested.
3.1 Concepts, Scope and Layers
Section titled “3.1 Concepts, Scope and Layers”3The three terms below are used in the IPCC sense throughout (Table 3.16.1)1. They separate who performs a check from what it is compared against, and the separation is what makes a review independent.
| Term | Performed by | Compares the account with |
|---|---|---|
| Quality control (QC) | The compilers, routinely, during compilation | Its own inputs, identities and rules |
| Quality assurance (QA) | People not involved in compiling it | The evidence pack, by recomputation and review |
| Verification | Either, using methods external to the account | Independent data: a global product, another assessment, a neighbouring account |
4Table 3.16.1: Terms, after IPCC (2006) Volume 1 Chapter 6 Box 6.1.
5Scope. The checks apply to the asset accounts of TG-3.1, physical and monetary, as the Framework Position sets out: SEEA CF individual environmental assets (coastal aquifers only for water), SEEA EA extent, condition and monetary ecosystem assets, and produced assets only where they touch environmental assets.
6Basis. No SEEA publication gives a quality assessment framework of its own. The SEEA EA sets out the quality dimensions and the uncertainty categories (paras 2.86—2.95), points compilers to the IMF Data Quality Assessment Framework (para 2.89), and lists the articulation of data quality assessment frameworks in its research agenda as work still to do2. The SEEA Central Framework treats quality as data confrontation: putting estimates into an accounting framework exposes their inconsistencies (paras 1.54, 6.7, 6.86), and revisions are “standard practice” (para 6.68)3. This Circular therefore draws the procedure from general frameworks the SEEA points to: UN-NQAF requirement 15.1, that source data, intermediate results and outputs are regularly assessed and validated4; IMF DQAF element 3.4, validation of intermediate data and outputs5; and GSBPM v5.2 sub-processes 5.3 (review and validate) and 6.2 (validate outputs)6.
7Layers. The Circular follows the pattern the IPCC inventory guidelines use for the same problem: general procedures are written once, and category procedures sit with the category1. TG-0.7 holds the principles; for this consultation TG-3.16 also carries the generic QC core (Section 3.2). TG-3.16 holds QC for the asset-account category, shared by TG-3.1 and the Section 6 circulars that populate asset accounts. TG-3.1 and each Section 6 circular keep their rules, and list in their own quality subsection only the checks distinctive to them. Figure 3.16.1 places each kind of check in the statistical production process.
Figure 3.16.1 QC runs inside compilation; QA and verification sit at its end, and the release gate closes it. General rules are written once in TG-0.7, asset-account checks in TG-3.16, and distinctive checks in the owning circulars, as IPCC practice does. Check families are shown, not individual checks. Source: IPCC (2006) 2006 IPCC Guidelines, Vol. 1, Ch. 6, Box 6.1 and Sections 6.5–6.10; UNECE GSBPM v5.2, sub-processes 5.3 and 6.2; TG-3.16. Note: Check identifiers carry the prefix AQ- (asset QC); a family such as AQ-ID groups the numbered checks of Tables 3.16.4 and 3.16.5. The tiers of Section 3.2 set which checks are the minimum.
8Check identifiers carry the prefix AQ- (asset QC), so a QC log can cite AQ-ID3 without ambiguity against another circular’s numbering.
3.2 QA/QC Plan and Data-Quality Objectives
Section titled “3.2 QA/QC Plan and Data-Quality Objectives”3A QA/QC plan is written before compilation starts and names the checks, who runs them and when, the independent reviewer, the release gate, the tolerance register and the data-quality objectives1. It is the document a reviewer reads first, and it is what TG-0.8’s checklist item 8 asks an institution to have adopted. For an asset account the plan also says what each data-quality objective means for assets, which checks each tier runs, and which parameters the parameter register holds (Section 3.3).
4Roles. Six roles carry the plan. One person may hold several in a small office, with one exception: the independent reviewer may not also be a compiler.
- 5Compiler: runs every QC check in Sections 3.4 to 3.7 and keeps the QC log.
- 6Data manager: keeps the source register, metadata, archive and version control.
- 7QA/QC coordinator: owns the plan, schedules the reviews and keeps the issue register.
- 8Independent reviewer: not involved in compilation (AQ-RV1).
- 9Statistical owner (usually the national statistical office): signs off official figures, confidentiality and SDG custodian alignment.
- 10Community authority: approves publication of traditional knowledge and community data (TG-3.6).
11Records. Three records are kept from the first day: the QC log (check, cell, result, action, initials, date); the issue register (open or closed, and whether each issue blocks release); and the parameter register, the single place every parameter is set (Section 3.3).
12QC intensity. QC effort scales with tier and with materiality. A representative sample of derived cells may be checked in any one cycle, provided every part of the account is covered over successive cycles1. Headline figures and every figure quoted in narrative text are recomputed in every cycle, whatever the tier (AQ-UN4).
13Data-quality objectives. The plan sets the seven data-quality objectives of the IPCC guidelines1. For an asset account each means the following (Table 3.16.2), and each needs a national value in the plan.
| Objective | What it means for an asset account |
|---|---|
| Completeness | Every asset type in the accounting area is compiled, or shown as ”..” with a reason |
| Consistency | Every identity closes; the series uses one method or its breaks are logged |
| Comparability | IUCN GET at level 3 or finer; fixed classification versions; one equal-area CRS |
| Accuracy | Extent accuracy thresholds met; stock coefficient of variation stated |
| Timeliness | Release lag after the reference period stated and met |
| Transparency | Evidence pack complete, including the asset items of Table 3.16.8 |
| Improvement | A tier-progression plan for the next cycle |
14Table 3.16.2: Data-quality objectives for an asset account, after IPCC (2006) Volume 1 Section 6.5.
15Tiers. Tier 1 is the minimum viable approach and higher tiers add rigour, as in TG-0.7 Section 3.8. The tiers here are proposed for consultation:
- 16Tier 1 (minimum). AQ-ID1 to AQ-ID4, AQ-ID6, AQ-UN1, AQ-UN4, AQ-PM3, AQ-VA6, AQ-FL1 and one verification check, plus the Table 3.16.5 acceptance checks for every asset type compiled.
- 17Tier 2. Every check in Tables 3.16.4 to 3.16.6, with at least 10% of derived cells recomputed.
- 18Tier 3. Tier 2, with Monte Carlo uncertainty for every monetary asset and a subject-specialist reviewer for each of the stock, extent and valuation parts.
19The worked example measures what the minimum misses: Tier 1 catches six of the nine seeded errors, and the three it does not catch (net recorded as gross, a condition index applied twice, and a loss valued twice) are the case for Tier 2.
20QC log template. Tables 3.16.4 to 3.16.6, with columns added for the result, the action, initials and date, are the template for the QC log. For condition cells the log also records the expected range, its source in the reference-value register, and the range verdict under AQ-CO7 (inside the usual range; unusual but within the plausibility range; or outside it and investigated).
3.3 Methodological Issues
Section titled “3.3 Methodological Issues”1Parameter register. Every parameter that scales a result is set once, in one register, with its source, vintage and owner. For an asset account it holds: the discount rate and horizon, the carbon price and its basis, unit prices and rents, live-weight conversion factors, the carbon-to-CO₂ factor of 44/12, reference levels, the minimum mapping unit and the CRS pair. A value typed into a formula is a finding in itself, because it cannot be changed consistently.
2Source-data acceptance. Data from monitoring, research and administrative sources often concentrate on edge or problem cases, and need review against the measurement concepts and scope of the account before use (SEEA EA paras 2.87—2.88)2. That review belongs to the Section 4 circular that delivers the variable, with its definition, source, unit, coverage, reference value, uncertainty and quality tier (TG-0.4 Section 4.5). The account’s test is only that each value arrives with those attributes, a flag and its location in the primary source (a table cell or a quotation); a value without them goes back to its Section 4 owner. The location matters because values copied through secondary syntheses drift: an index is re-labelled as a stock, a biomass figure as carbon, or a value measured in another country is attached to a local place name. A value that cannot be traced to its primary source is not entered.
3Double counting. Four pairs cause most of it, and each has a check: fish-stock value and provisioning flow (AQ-ID6; TG-6.7 Section 3.5), produced and ecosystem protection (AQ-PR1), rent and government receipts (AQ-RC4), and nursery services (AQ-VA7).
4Time series and revisions. Every revision is documented (SEEA EA para 10.40)7, breaks are back-cast where feasible (TG-0.7 Section 3.2.4), and the asset account revises when and as the national accounts do, so that the two revisions policies stay aligned (SEEA CF para 6.70)3. Table 3.16.3 sets the two cases. A back-revision that moves a published indicator by more than 5% is re-published, the threshold TG-4.5 Section 3.5.4 sets.
| Cause of the revision | Individual environmental asset | Ecosystem extent and condition | Monetary ecosystem asset |
|---|---|---|---|
| New data, same asset, same method | Reappraisal, current period | Reappraisal, shown as an identified line (SEEA EA 4.17)8 | Reappraisal (SEEA EA 10.38)9 |
| New method, source, classification or reference level | Benchmark revision at rebasing: restate, back-cast, log the break | Benchmark revision at rebasing: restate, back-cast, log the break | Benchmark revision at rebasing: restate, back-cast, log the break |
5Table 3.16.3: Treatment of revisions, aligned with national accounts benchmark revision and rebasing.
3.4 General QC Checks
Section titled “3.4 General QC Checks”3The general checks apply to every asset account, whichever asset type it holds (Table 3.16.4). They are written in the style of the IPCC general inventory QC table1: each is a test with a pass condition, and the rule it tests belongs to the circular in the right-hand column. Tolerances belong in the national QA/QC plan, and this Circular strongly recommends that they be set there, taking account of regional conditions: the regional products and assessments a country verifies against, the regional fisheries body’s assessment practice, and regional differences in ecosystem variability and data. The tolerance column gives indicative values only, for use until the plan sets its own; plan marks a check with no indicative value. The evidence each check leaves is listed in the evidence pack (Table 3.16.8).
| ID | Check | Indicative tolerance | Rule owner |
|---|---|---|---|
| Identities | |||
| AQ-ID1 | Opening + additions — reductions (+ revaluation) = closing, per column. A residual is shown as a reappraisal, never absorbed | Zero, to rounding | TG-3.1 Section 3.1; Table 1b |
| AQ-ID2 | Opening = previous closing; any restatement logged | Zero, or a logged restatement | TG-3.1 |
| AQ-ID3 | Sum of opening extents = sum of closing extents = accounting area, computed in an equal-area CRS | Zero, to rounding | TG-3.1 Table 2a; TG-2.12 |
| AQ-ID4 | Net reclassification = 0, and every reduction has a destination type or a recorded change to the accounting-area boundary | Zero | TG-3.1 Table 2b |
| AQ-ID5 | Change-matrix margins = opening and closing extent; gross conversions come from the off-diagonals, never a net figure used as gross | Zero, to rounding | TG-3.1; TG-4.1 |
| AQ-ID6 | Totals = sum of parts. Memorandum, experimental, ABNJ and produced rows, and the stand-alone SEEA CF stock value, stay out of ecosystem totals | Zero | TG-3.1; TG-6.7 |
| Units and recomputation | |||
| AQ-UN1 | Order of magnitude: ha against km², USD against USD thousand, one price base per table; the implied unit value of every monetary entry with a physical counterpart is checked | Ratio within 10±0.5 | Generic check (moves to TG-0.7) |
| AQ-UN2 | Carbon unit stated on every row; 44/12 recorded; the price unit matches the quantity unit | Exact | Generic check (moves to TG-0.7) |
| AQ-UN3 | Catch in live-weight equivalent, from one conversion-factor source per species and form | Exact | TG-3.1 Step 4 |
| AQ-UN4 | Every figure quoted in text recomputed, and a sample of derived cells (at least 10% at Tier 2) | Exact at the printed precision | Generic check (moves to TG-0.7) |
| Routing | |||
| AQ-RT1 | Type changed: conversion. Condition lost in a discrete event: catastrophic loss. Gradual decline: degradation. Storm damage is an extent change only beyond the regrowth horizon | Rule | TG-3.1 Section 3.5.3 |
| AQ-RT2 | Revisions kept apart from genuine change, with the revision class logged (Table 3.16.3) | Rule | TG-3.1; TG-6.7 |
| AQ-RT3 | A mineral class move is a reclassification, not a discovery | Rule | TG-3.1 Section 3.4.2 |
| AQ-RT4 | Planting enters extent only after the year-3 survival check; a condition gain is enhancement | Rule | TG-6.2 |
| Physical to monetary | |||
| AQ-PM1 | Each monetary volume entry = its physical entry × the stated unit value; no quantity valued in two rows | Zero, to rounding | TG-3.1 Section 3.3 |
| AQ-PM2 | Opening value per unit of stock agrees with the flow valuation, or the difference is explained | Plan | TG-3.1 Section 3.4.1 |
| AQ-PM3 | Depletion traces: renewable, max(0, extraction — sustainable yield at current biomass); non-renewable, extraction; valued at the mid-period price; a constant-price memorandum line | Zero, to rounding | TG-3.1; TG-6.7 |
| AQ-PM4 | Degradation traces to the index decline in Table 3c × the present value of the affected services. No index, no entry | Zero, to rounding | TG-3.1 Sections 3.5.2—3.5.3 |
| AQ-PM5 | Value change split into volume, reappraisal and revaluation; a constant-price view published; a physical decline beside a monetary gain explained | Rule | TG-3.1 Step 5 |
| Valuation | |||
| AQ-VA1 | One resource-rent formula; normal return on produced capital deducted once; rent not negative; an unmanaged stock carries zero core value | Zero, to rounding | TG-3.1; TG-6.7 |
| AQ-VA2 | Condition adjustment applied once, at the service-flow step; the chain audited from flow to value | Equal to the index | TG-3.1 Section 3.5.3 |
| AQ-VA3 | Linear degradation shortcut only where the decline is at most 0.20, no thresholds are documented, and one service exceeds 70% of annual flow value | 0.20; 70% | TG-3.1 Section 3.5.3 |
| AQ-VA4 | Horizon and trajectory stated; a perpetuity justified; a declining condition projected or the reason it is not recorded | Stated | TG-3.1 Section 3.5.3 |
| AQ-VA5 | Discount rate and source stated; sensitivity at three or more rates | Three or more rates | TG-1.9 |
| AQ-VA6 | Exchange values only, so no social cost of carbon or willingness to pay in a cell; one carbon price per account, under the TG-6.2 rule | Exchange value only | TG-1.9; TG-6.2 |
| AQ-VA7 | Ecosystem contribution only; nursery and other intermediate services excluded; no licence fees or gross revenue | Rule | TG-3.2 |
4Table 3.16.4: General QC checks for asset accounts. Indicative tolerances are for national plans to replace; those not taken from a rule owner are GOAP proposals.
5Two of the rules these checks test are easier to follow as diagrams. Figure 3.16.2 is the routing rule behind AQ-RT1: which row a change enters, depending on what the event did. Figure 3.16.3 is the trace behind AQ-PM3, AQ-PM4 and AQ-VA2: how each monetary depletion and degradation entry is recomputed from a physical one, and the single point at which the condition index enters.
Figure 3.16.2 Where an event enters the account depends on what it did: moved the boundary, changed the type, or reduced condition suddenly or gradually. Ochre boxes are the questions, asked in order; green boxes are the account rows. Source: TG-3.1 Sections 3.5.1 and 3.5.3; SEEA EA paras 4.15, 10.22–10.23, 10.24, 10.37. Note: Storm damage changes extent only beyond the regrowth horizon; planting enters extent after the year-3 survival check (TG-6.2).
Figure 3.16.3 Every monetary depletion and degradation entry traces back to a physical entry, and the condition index enters the valuation once, at the service flow. Source: TG-3.1 Sections 3.3 and 3.5.3; TG-2.1 Section 3.4.1. Note: The linear degradation formula applies only within the three conditions of TG-3.1 Section 3.5.3 (AQ-VA3).
3.5 Asset-Type Acceptance Checks
Section titled “3.5 Asset-Type Acceptance Checks”1An asset-type check is an acceptance test at the interface between the account and the method that feeds it, as TG-3.1 frames the requirements a stock assessment must meet. The account does not re-run the method. It tests whether what arrives is usable, and sends it back to the owning circular if not (Table 3.16.5).
| ID | Acceptance check | Owner of the method |
|---|---|---|
| Aquatic resources | TG-6.7 | |
| AQ-FS1 | Total biomass for opening and closing stock; SSB for B/BMSY and sustainable yield; no switch of concept between periods | TG-6.7 |
| AQ-FS2 | Reported catch within the plan’s tolerance of the assessment-implied catch (TG-6.7 Section 3.3, Step 6); the gap between the identity and the assessed closing stock shown as a reappraisal | TG-6.7 |
| AQ-FS3 | Gross catch includes discards by sector; IUU catch is recorded by the residence of the vessel (TG-4.10 Section 3.8.4); subsistence catch is estimated where it exceeds about 10% of harvest | TG-6.7; TG-4.10 |
| AQ-FS4 | CPUE alone does not close the account, and the metadata say so | TG-3.1 |
| AQ-FS5 | Assessment vintage recorded; a revised reference point is a reappraisal | TG-6.7 |
| AQ-FS6 | Cultivated and natural stocks kept apart | TG-3.9 |
| Mineral and energy resources | TG-3.10; TG-6.9 | |
| AQ-MN1 | Classes A to C recorded; only Class A valued | TG-3.1 Section 3.4.2 |
| AQ-MN2 | Terminal (decommissioning) costs written off through consumption of fixed capital, so the rent is net of them; depletion kept apart from consumption of fixed capital | TG-3.10; TG-6.9 |
| AQ-MN3 | Installations (AN11), non-renewable resources (AN321) and renewable energy resources (AN322) never summed; ABNJ in satellite tables only | TG-3.10; TG-6.6 |
| Water | TG-3.1 Section 3.4.3 | |
| AQ-WA1 | Seawater outside the asset boundary; coastal aquifers only | TG-3.1 |
| Extent | TG-4.1; TG-2.12 | |
| AQ-EX1 | Probability sample of at least 50 points per class (30 for rare classes); accepted at overall accuracy of 80% and producer’s and user’s accuracy of 75%, otherwise “conditionally accepted” and graded C | TG-4.1 Sections 3.4.2—3.4.3 |
| AQ-EX2 | Area-adjusted estimate and its 95% confidence interval reported beside every mapped extent | TG-4.1 Section 3.4.3 |
| AQ-EX3 | Minimum mapping unit, dominance rule and equal-area CRS as TG-2.12 sets them | TG-2.12 |
| AQ-EX4 | Imagery within ±90 days of the period boundary (±45 days for high-seasonality types); an inter-layer lag over 6 months assessed, an area effect over 1% disclosed | TG-2.12 |
| AQ-EX5 | Deep seagrass recorded as a lower bound | TG-6.3 |
| AQ-EX6 | A confirmed zero recorded as 0; no data recorded as ”..” | TG-0.7 |
| Condition | TG-2.1; TG-4.8; TG-4.9 | |
| AQ-CO1 | L, U, polarity and vintage fixed before data are collected, and held for the series. L and U come from the same ecosystem type and setting as the reporting unit; a naturally low-stature or low-cover setting is not treated as a degraded state of another | TG-2.1 Section 3.4.2 |
| AQ-CO2 | Rescaling by TG-2.1 Section 3.4.1 only; indicators in [0, 1]; V/ref not used unless a lower reference of zero is justified | TG-2.1 |
| AQ-CO3 | At least one variable per ECT class | TG-3.1 Section 3.5.2 |
| AQ-CO4 | Aggregation rule and weights stated; geometric-mean and one-out-all-out results reported as sensitivity | TG-2.1 Section 3.6 |
| AQ-CO5 | All three condition tables published; standard errors propagated to the index | TG-3.1 Section 3.5.2 |
| AQ-CO6 | Condition never used as a multiplier on measured carbon | TG-6.2; TG-6.3 |
| AQ-CO7 | Each condition variable value lies within the plausibility range for its reporting unit and setting, or is flagged and its explanation logged. The range comes from the national reference-value register, and pooled national ranges are not used where values depend on setting | TG-4.8; TG-4.9 |
| Monetary ecosystem | TG-3.1 Section 3.5.3; TG-2.4 | |
| AQ-EV1 | AQ-VA2 to AQ-VA7 applied service by service | TG-3.1 |
| AQ-EV2 | Conversion value = converted extent × its unit value, less the value of the type that replaces it | TG-3.1 Section 3.5.3 |
| AQ-EV3 | Reappraisal kept apart from revaluation | TG-3.1 Section 3.5.3 |
| AQ-EV4 | Initial monetary releases labelled experimental | TG-3.1 |
| Produced assets | TG-6.11; TG-3.1 Section 3.6 | |
| AQ-PR1 | Never summed with ecosystem assets | TG-6.11 |
| AQ-PR2 | Decommissioning memorandum included | TG-3.1 Section 3.6 |
| AQ-PR3 | No protection value recorded on the produced side | TG-6.11 |
2Table 3.16.5: Asset-type acceptance checks. Each tests a rule set by the circular in the right-hand column; the extent thresholds are TG-4.1’s.
3Area estimates. Where the area-adjusted estimate of AQ-EX2 (Olofsson et al. 2014)10 differs from the mapped area by more than the plan’s tolerance, the account records the estimate and says so. This rule is proposed, for the owners of TG-4.1 and TG-2.12 to confirm.
3.6 Reconciliation and Verification
Section titled “3.6 Reconciliation and Verification”1Reconciliation tests the asset account against the accounts compiled beside it. Each pair in Table 3.16.6 must agree within the plan’s tolerance, or the difference is explained in the log. None of these pairs is new: each is required by the circular that owns the neighbouring account. What this Circular adds is the requirement to run all of them and record the result (Figure 3.16.4).
Figure 3.16.4 The asset account is reconciled with neighbouring accounts and verified against independent data; each spoke names its check and owning circular. Source: TG-3.1 Step 6; TG-3.2; TG-3.7; TG-3.11; TG-6.2; IPCC (2006) Vol. 1, Ch. 6, Section 6.10; IMF DQAF element 3.4. Note: Reconciliation pairs must agree within the tolerance in the QA/QC plan or be explained in the log.
| ID | Asset-account cell | Must agree with | Owner |
|---|---|---|---|
| AQ-RC1 | Extraction | Natural-resource input in the physical supply and use table | TG-3.2; TG-3.1 Step 6 |
| AQ-RC2 | Depletion | Depletion deducted in net domestic product | TG-3.1 Step 6 |
| AQ-RC3 | Aquaculture harvest | Harvest in the production account | TG-3.9 |
| AQ-RC4 | Total resource rent | Government rent receipts and government finance statistics, reconciled, not added | TG-3.7; TG-3.1 |
| AQ-RC5 | Service flows | Extent × condition capacity | TG-3.1 Step 6 |
| AQ-RC6 | Change-matrix margins | Opening and closing extent (run as AQ-ID5) | TG-3.1 |
| AQ-RC7 | Sub-national parts | National totals, with ratios rebuilt from levels | TG-3.11 |
| AQ-RC8 | Carbon stock change | Net sequestration, in sign and order of magnitude | TG-6.2; TG-6.3 |
2Table 3.16.6: Reconciliation matrix.
3Verification compares the account with data from outside it1, 5. It cannot confirm a figure, because the comparator has its own error, but a large gap shows where to look. The checks are:
- 4AQ-VF1. Extent against a global product; document the cause of a gap over 15% (TG-4.1 Section 3.3.5).
- 5AQ-VF2. Stock against the regional fisheries body’s or the national assessment, and catch against FAO FishStatJ.
- 6AQ-VF3. Mineral and energy reserves against the geological survey.
- 7AQ-VF4. Monetary totals against the national balance sheet.
- 8AQ-VF5. Carbon stocks and flows against the national GHG inventory, with global warming potentials matched to the inventory’s.
9Trend checks. Each cycle is compared with the previous one, following IPCC practice1. Implied unit prices and unit rents are compared across years, and any extent change beyond the national threshold in the plan is investigated.
3.7 Quality Flags for Asset Cells
Section titled “3.7 Quality Flags for Asset Cells”1TG-0.7 Section 3.6 defines one flag scheme. This Circular applies it to asset cells in two fields, so that a cell can say both how good it is and how it was obtained (Figure 3.16.5):
Figure 3.16.5 Each asset cell carries a grade from its evidence and a status from how it was obtained; availability codes replace the grade. Aggregates take the lowest input grade, and SDMX observation status stays in its own field. Source: TG-0.7 Section 3.6 (flag scheme and lowest-flag rule); TG-3.16 Section 3.7 (AQ-FL1 to AQ-FL3). Note: Grade thresholds are interim and proposed for consultation.
- 2AQ-FL1: two fields per cell. A grade (A, B or C) and a status (P for provisional, E for estimated, or none). The availability codes X, n/a and ”..” replace the grade. An SDMX observation status, where reported, goes in a third field and is never printed as the grade (“A” means normal in SDMX). In the tables of Section 3.8 the flag follows the value in brackets, grade first:
[A], or[C·E]for a grade-C estimated value. - 3AQ-FL2: what a grade rests on. The grade basis is proposed for consultation, as follows. Extent takes its grade from AQ-EX1 and the width of the area-adjusted confidence interval. A stock takes its grade from the stock assessment, and condition from the standard error of the index. Where no standard error can be computed, which is common where condition variables come from published studies and non-probability surveys, the condition grade rests on the evidence behind each input instead: A for a full-text primary source that reports n and a labelled dispersion type; B for a full-text source without them, or a statistic the compiler computed from non-probability survey records; C for a value read from an abstract, from grey literature or digitised from a figure. A regional or global proxy takes status E. The index takes the lowest grade of its inputs under AQ-FL3. A monetary cell takes the lower of its physical grade and its valuation grade, and never a higher one. The interim thresholds, adopted as a proposal only pending decision on the flag scheme, are a relative 95% half-width of at most 10% for A and at most 30% for B, with C above that.
- 4AQ-FL3: propagation. An aggregate takes the lowest grade of its inputs, and the status of any. A closing stock takes the lowest flag of its opening stock and its flows, and depletion takes the flag of the sustainable yield. The TG-0.7 exception, which lets an input under 5% of the aggregate be set aside, may be used only where it is documented; the worked example uses it twice and records both.
- 5AQ-FL4: tier direction. Any tier cited in the account or its metadata states its scheme and direction (TG-0.7 Section 3.8), because some circulars use Tier 1 for the best data.
6Local scales map onto the scheme. High, medium and low confidence become A, B and C. TG-4.1’s “conditionally accepted” becomes C. Provisional, indicative and fallback values take status P, and modelled, benefit-transfer and TK-derived values take status E. “Data held but publication restricted” becomes X.
3.8 Worked Example: A Coastal Asset Account with Seeded Errors
Section titled “3.8 Worked Example: A Coastal Asset Account with Seeded Errors”1This example is synthetic, and every number in it comes from one script run on one set of inputs. It is independent of the TG-3.1 worked example. An accounting area of 1,200 km² holds five ecosystem types, one demersal fish stock and a mangrove condition account; the period is one calendar year, and money is in USD thousand at current prices. The submitted accounts contain nine deliberate errors, E1 to E9, of kinds common in compiled accounts (Table 3.16.7).
| Error | What the compiler did | Table | Caught by |
|---|---|---|---|
| E1 | Booked 0.4 km² of mangrove converted to ponds as a reduction, with no destination | WE-2 | AQ-ID3, AQ-ID4, AQ-ID5 |
| E2 | Booked seagrass loss of 0.9 km² and gain of 0.3 km² as one net conversion of 0.6 km² | WE-2 | AQ-ID5 |
| E3 | Applied the mangrove condition index to the flow and again to the value | WE-6a | AQ-VA2, AQ-PM4 |
| E4 | Priced mangrove and seagrass carbon at a social cost of carbon | WE-1, WE-6a | AQ-VA6, AQ-VA3 |
| E5 | Entered the seagrass conversion ten times too large | WE-6a | AQ-UN1, AQ-EV2 |
| E6 | Added the stand-alone SEEA CF fish-stock value to the ecosystem total | WE-6c | AQ-ID6 |
| E7 | Valued the catastrophic fish loss inside the catch row and again on its own | WE-6b | AQ-PM1 |
| E8 | Computed stock status on total biomass instead of SSB | WE-5 | AQ-FS1 |
| E9 | Quoted the conversion as a share of the mangrove type, not of the accounting area | WE-6d | AQ-UN4 |
2Table 3.16.7: Seeded errors and the checks that catch them.
3Two things in Table 3.16.7 are worth noticing. First, AQ-ID1 catches none of the errors: every submitted column balances. Second, several errors trip more than one check. E4 is the clearest case: a welfare price for carbon breaks the exchange-value rule, and by inflating carbon’s share of the mangrove’s annual flow value it also takes the asset outside the conditions under which the linear degradation shortcut may be used.
4Three tables are printed here: the submitted monetary ecosystem account, which holds three of the errors; the QC log; and the same account corrected and flagged. All 22 tables of the example — the parameter register, the extent, change-matrix, condition and fish-stock accounts, every submitted and corrected table, the reconciliation and the uncertainty results — are in a companion page, with the QC log also as CSV.
7Table WE-6a: Monetary ecosystem asset account, as submitted (USD thousand)
| Accounting entry | Mangrove | Seagrass | Aquaculture ponds | Total |
|---|---|---|---|---|
| Opening value | 132,859 | 22,587 | 0 | 155,446 |
| Ecosystem enhancement | 0 | 0 | 0 | 0 |
| Ecosystem degradation | -5,066 | .. | .. | -5,066 |
| Ecosystem conversions (additions) | 0 | 271 | 0 | 271 |
| Ecosystem conversions (reductions) | -886 | -8,131 | 0 | -9,017 |
| Catastrophic losses | 0 | 0 | 0 | 0 |
| Reappraisals | 0 | 0 | 0 | 0 |
| Revaluation | 0 | 0 | 0 | 0 |
| Closing value | 126,907 | 14,727 | 0 | 141,634 |
8Subtidal sediment and Shelf waters: not valued (”..”), so not shown. Aquaculture ponds: a confirmed zero, not a gap.
9Table WE-6a: Monetary ecosystem asset account as submitted, containing errors E3, E4 and E5. Structure after TG-3.1 Table 4.
10The QC log is the record the reviewer reads (Table WE-7). One line is written per finding, naming the check, the cell and what was found; the fix is recorded against the same line.
11Table WE-7: QC log for the submitted set
| Check | Cell | Finding |
|---|---|---|
| AQ-ID3 | WE-2 total closing | Closing total 1,199.6 km² against an EAA of 1,200.0 km² |
| AQ-ID4 | WE-2 mangrove reductions | 0.4 km² leaves mangrove with no destination type and no change to the EAA boundary |
| AQ-ID5 | WE-2 mangrove conversions to | Account records 0.0 km²; matrix off-diagonals give 0.4 km² |
| AQ-ID5 | WE-2 seagrass conversions to | Account records 0.6 km²; matrix off-diagonals give 0.9 km² |
| AQ-ID5 | WE-2 seagrass conversions from | Account records 0.0 km²; matrix off-diagonals give 0.3 km² |
| AQ-ID5 | WE-3 ponds column | Column margin 15.4 km² against closing extent 15.0 km² |
| AQ-ID5 | WE-2 ponds conversions from | Account records 0.0 km²; matrix off-diagonals give 0.4 km² |
| AQ-ID5 | WE-2 sediment conversions to | Account records 0.0 km²; matrix off-diagonals give 0.3 km² |
| AQ-ID5 | WE-2 sediment conversions from | Account records 0.6 km²; matrix off-diagonals give 0.9 km² |
| AQ-ID6 | WE-6c total opening | Total exceeds the ecosystem types by 49,023, the stand-alone SEEA CF fish-stock value |
| AQ-ID6 | WE-6c total closing | Total exceeds the ecosystem types by 50,839, the stand-alone SEEA CF fish-stock value |
| AQ-UN1 | WE-6a seagrass conversions (reductions) | Implied 9,035 per km² against an opening unit value of 903 per km²: about 10 times |
| AQ-UN4 | text N1 | Text says 0.667; recomputed 0.033 |
| AQ-PM1 | WE-6b catch | Entry values 7,500 t; the physical account records 7,000 t |
| AQ-PM4 | WE-6a mangrove degradation | Entry -5,066; index decline × PV of affected services gives -3,579 |
| AQ-VA2 | WE-6a mangrove opening | Value implies a condition factor of 0.533; the index is 0.730 (the index squared) |
| AQ-VA2 | WE-6a mangrove closing | Value implies a condition factor of 0.470; the index is 0.685 (the index squared) |
| AQ-VA3 | WE-6a mangrove degradation | Largest service (carbon) is 60% of annual flow value, not over 70% |
| AQ-VA6 | WE-1 carbon price | Carbon priced on an SCC basis (USD 185 per tCO₂e); account cells hold exchange values |
| AQ-FS1 | WE-5 B/BMSY | Ratio 1.91 computed on total biomass; on SSB it is 0.78 |
| AQ-EV2 | WE-6a seagrass conversions (reductions) | Entry -8,131; 0.9 km² × 903.5 gives -813 |
12Table WE-7: QC log. Thirteen checks fail; AQ-ID1 is not among them.
13Each correction follows the rule its check names; here the condition index enters once, carbon takes the exchange-value price, and the seagrass entry is re-derived from its unit value.
14Table WE-8c: Monetary ecosystem asset account, corrected and flagged (USD thousand)
| Accounting entry | Mangrove | Seagrass | Aquaculture ponds | Total |
|---|---|---|---|---|
| Opening value | 73,628 [C·E] | 14,529 [C·E] | 0 [A] | 88,157 [C·E] |
| Ecosystem enhancement | 0 | 0 | 0 | 0 |
| Ecosystem degradation | -3,579 | .. | .. | -3,579 |
| Ecosystem conversions (additions) | 0 | 174 | 0 | 174 |
| Ecosystem conversions (reductions) | -491 | -523 | 0 | -1,014 |
| Catastrophic losses | 0 | 0 | 0 | 0 |
| Reappraisals | 0 | 0 | 0 | 0 |
| Revaluation | 0 | 0 | 0 | 0 |
| Closing value | 69,558 [C·E] | 14,180 [C·E] | 0 [A] | 83,738 [C·E] |
15Subtidal sediment and Shelf waters: not valued (”..”), so not shown. Aquaculture ponds: a confirmed zero, not a gap.
16Table WE-8c: Monetary ecosystem asset account, corrected. Every valued cell except the confirmed zero for ponds is C·E, because the valuation ranges are wide (companion Table WE-10b).
17What the example shows. An account can be internally consistent and still wrong in six ways. It can be incomplete (E1); recorded net where gross is required (E2); in breach of a valuation rule (E3, E4); carrying an arithmetic slip (E5, E9); letting a total or a row take in an item that belongs elsewhere (E6, E7); or computing a derived figure on the wrong concept (E8). Each is caught by a check that recomputes from evidence outside the row being checked: the change matrix, the parameter register, the unit value, the physical account, or the stock assessment.
3.9 Uncertainty Assessment
Section titled “3.9 Uncertainty Assessment”1TG-0.7 Section 3.4 names the four categories of uncertainty from SEEA EA paras 2.90—2.94, with their usual sources in ocean accounts2, and this Circular does not repeat them. For asset accounts three physical sources dominate, and each has its method elsewhere: the area confidence interval from the accuracy assessment (AQ-EX2), the biomass and sustainable-yield intervals from the stock assessment (TG-6.7 Section 3.6), and the standard error of the condition index (AQ-CO5). Valuation and future-price uncertainty are carried by the discount-rate grid (AQ-VA5) and by the range reported with every value.
2Method. Uncertainty is quantified up a ladder, going as far as the data allow: a qualitative statement; an analytic, first-order combination in the manner of the GUM11; Monte Carlo propagation with at least 1,000 draws12; and a Bayesian treatment where priors are defensible. Intervals are reported at 95%. For an asset valued as the present value of its flows, the analytic step is
4where Qt is the quantity, pt the unit value, and u a standard uncertainty. The quadrature form assumes the quantity and the price are independent. Where they are not, as when a sustainable yield and a unit rent both depend on the same biomass, Monte Carlo over rent, sustainable yield, discount rate and horizon replaces it.
5Reporting. Every monetary asset value is published with its range. The discount-rate grid (AQ-VA5) and the aggregation-rule sensitivity (AQ-CO4) go beside the account, not in an annex a user may not open.
6Modelled flows. Where a service flow or a stock comes from a model, it is validated as TG-4.11 Section 3.3 sets out. Until it is, it is flagged E (TG-4.5 Section 3.3.3). A biophysical model also conserves mass and area, the check the IPCC 2019 Refinement adds in Section 6.1213.
3.10 Review, Documentation and Release
Section titled “3.10 Review, Documentation and Release”1AQ-RV1: review. A reviewer not involved in compilation reviews the evidence pack, recomputes a sample of cells and every headline figure, and logs each finding as closed or accepted1. Independent review is recommended, not a condition of release. For an asset account the reviewer should include a subject specialist for each part compiled: a stock-assessment scientist for the stock, a remote-sensing accuracy specialist for extent, and an environmental economist for valuation. Tier 3 makes this the standard (Section 3.2).
2AQ-RV2: documentation. The four documentation categories of TG-0.7 Section 3.5 are completed for the account2. Beyond these, an asset account records the biomass concept, the assessment vintage and the valuation method; every other setting is in the parameter register (Section 3.3). Where an SDG indicator is derived from the account, the validation and quality fields of its metadata (4.d and 4.i to 4.k) are completed from the same record14.
3AQ-RV3: archive. Inputs, version-controlled code, the parameter register, the QC log and the outputs are archived together, sufficient for anyone to reproduce every published cell1, 15.
4AQ-RV4: release gate. The account is released when four conditions hold:
- 5no blocking issue is open in the issue register;
- 6no P-flagged value appears in headline text;
- 7the statistical owner has signed off;
- 8traditional knowledge is released only with the community authority’s written approval.
9Initial monetary releases are labelled experimental (AQ-EV4).
10The evidence pack. Every account keeps a generic evidence pack: the scope and boundary statement (accounting area, period, boundaries, residence or territory, BSU level); the QA/QC plan with its tolerance register; the source register (every source, its owner, licence, date, method and coverage); and the archive manifest. Table 3.16.8 lists what an asset account adds; each item is produced during compilation, and none is written for the review.
| Item | Contents |
|---|---|
| Balanced workbook | An identity column on every table; opening = previous closing |
| Depletion and degradation trace sheet | AQ-PM3 and AQ-PM4, cell by cell |
| Constant-price view | AQ-PM5 |
| Valuation parameter register | Every parameter with its source, vintage and owner |
| Accuracy report | AQ-EX1 and AQ-EX2 |
| Stock-assessment acceptance note | AQ-FS1 to AQ-FS6 |
| Reconciliation and verification log | Table 3.16.6 |
| Flagged table set | A grade and status on every cell; the lowest-flag derivation for aggregates |
| Uncertainty annex | Method, ranges and sensitivity grids |
| Revision and break log | Revision class, back-casts, breaks |
| Review record | Reviewer, sample recomputed, findings, dispositions |
11Table 3.16.8: What an asset account adds to the generic evidence pack.
3.11 Limitations
Section titled “3.11 Limitations”1Four limits apply to everything above. First, a future SEEA quality framework may supersede parts of this Circular (Section 3.1). Second, the tolerances here are indicative. Several are GOAP proposals, not SEEA rules: the 0.20 decline and 70% share of the linear shortcut, the 80% and 75% accuracy thresholds, and the interim grade thresholds. Third, the monetary ecosystem checks inherit the status the UN Statistical Commission gave SEEA EA chapters 8 to 11: internationally recognised statistical principles and recommendations, and not a full statistical standard16. Fourth, coherence is not validity. An account can pass every check here and still rest on an ecological model that is wrong, and only verification against independent observation, repeated over cycles, tests that.
4. Acknowledgements
Section titled “4. Acknowledgements”1Authors: [To be confirmed]
2Reviewers: [To be confirmed]
3The structure of this Circular draws on the IPCC inventory guidelines’ treatment of quality assurance, quality control and verification, on the UN National Quality Assurance Frameworks Manual, and on the IMF Data Quality Assessment Framework.
5. References
Section titled “5. References”- 1
IPCC (2006). 2006 IPCC Guidelines for National Greenhouse Gas Inventories, Volume 1, Chapter 6: Quality Assurance/Quality Control and Verification. Box 6.1 (definitions), Section 6.4 (roles, including the QA/QC coordinator), Section 6.5 (QA/QC plan and data-quality objectives), Section 6.6 and Table 6.1 (general QC procedures, including trend checks and sampling across years), Section 6.8 (QA by reviewers not involved in compilation), Section 6.10 (verification), Section 6.11.1 (internal documentation and archiving). IGES, Hayama. https://www.ipcc-nggip.iges.or.jp/public/2006gl/pdf/1_Volume1/V1_6_Ch6_QA_QC.pdf ↩ ↩2 ↩3 ↩4 ↩5 ↩6 ↩7 ↩8 ↩9 ↩10
- 2
United Nations et al. (2024). System of Environmental-Economic Accounting — Ecosystem Accounting, Statistical Papers Series F No. 124. Paras 2.86—2.89 (data quality; para 2.89 refers to the IMF DQAF), 2.90—2.94 (four categories of uncertainty), 2.95 (documentation of scope, definitions, methods and assumptions); the Section D overview, which suggests labelling initial monetary releases as experimental; and the research and development agenda, which lists data quality assessment frameworks as future work. Paragraph numbers are the same in the 2021 white-cover edition. ↩ ↩2 ↩3 ↩4
- 3
United Nations et al. (2014). System of Environmental-Economic Accounting 2012 — Central Framework. Paras 1.54 and 6.7 (data confrontation), 6.64—6.70 (time series and revisions; para 6.68, revisions as standard practice), 6.86 (volume measures as data confrontation). ↩ ↩2
- 4
United Nations (2019). United Nations National Quality Assurance Frameworks Manual for Official Statistics, Studies in Methods Series M No. 100. Requirement 15.1: “Source data, integrated data, intermediate results and statistical outputs are regularly assessed and validated.” Welcomed by the UN Statistical Commission, decision 50/106. ↩
- 5
International Monetary Fund. Data Quality Assessment Framework: Generic Framework. Element 3.4, assessment and validation of intermediate data and statistical outputs (indicators 3.4.1—3.4.3). https://dsbb.imf.org/content/pdfs/dqrs_Genframework.pdf ↩ ↩2
- 6
UNECE (2025). Generic Statistical Business Process Model, version 5.2. Sub-processes 5.3 (review and validate) and 6.2 (validate outputs). ↩
- 7
SEEA EA (2024), para 10.40: documenting all revisions to the accounts is strongly recommended for data quality assessment. ↩
- 8
SEEA EA (2024), para 4.17: no distinct entry is recorded for revisions to extent; the entries for opening and closing extent and for additions and reductions are altered, and it may be appropriate to show the size of the revision for analysis and dissemination. ↩
- 9
SEEA EA (2024), para 10.38: reappraisals are recorded when updated information permits a reassessment of the expected condition of ecosystem assets or the future demand for their services. ↩
- 10
Olofsson, P., Foody, G. M., Herold, M., Stehman, S. V., Woodcock, C. E. and Wulder, M. A. (2014). Good practices for estimating area and assessing accuracy of land change. Remote Sensing of Environment 148, 42—57. https://doi.org/10.1016/j.rse.2014.02.015 ↩
- 11
JCGM (2008). Evaluation of measurement data — Guide to the expression of uncertainty in measurement (GUM), JCGM 100:2008. ↩
- 12
JCGM (2008). Evaluation of measurement data — Supplement 1 to the GUM: Propagation of distributions using a Monte Carlo method, JCGM 101:2008. ↩
- 13
IPCC (2019). 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories, Volume 1, Chapter 6, Section 6.12: Use and reporting of models, including conservation of mass and land area. ↩
- 14
United Nations Statistics Division. SDG indicator metadata template, fields 4.d (validation) and 4.i—4.k (quality management, quality assurance, quality assessment). See, for example, the metadata for indicator 14.5.1. ↩
- 15
United Nations (2022). Guidelines on Biophysical Modelling for Ecosystem Accounting, Chapter 7: Data quality for biophysical modelling. Paras 359—369 (accuracy, reliability and model validation), 374—375 (provenance and version control). ↩
- 16
United Nations Statistical Commission, decision 52/108 (March 2021), as recorded in the Preface to SEEA EA (2024): chapters 8 to 11 “describe internationally recognized statistical principles and recommendations for the valuation of ecosystem services and assets”. The Commission adopted chapters 1 to 7 as an international statistical standard. ↩
Review this circular as a whole
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Cite this circular
Quality Assurance and Quality Control of Ocean Asset Accounts (2026) (GOAP Technical Guidance on Ocean Accounting, TG-3.16, v0.3.0). GOAP Secretariat. https://guidance.oceanaccounts.org/circulars/section-3/3-16-asset-accounts-qaqc/
BibTeX
@techreport{goap_tg_3_16_2026,
title = {Quality Assurance and Quality Control of Ocean Asset Accounts},
institution = {Global Ocean Accounts Partnership Secretariat},
series = {GOAP Technical Guidance on Ocean Accounting},
number = {TG-3.16},
year = {2026},
version = {0.3.0},
url = {https://guidance.oceanaccounts.org/circulars/section-3/3-16-asset-accounts-qaqc/}
}© 2026 Global Ocean Accounts Partnership. Licensed under CC BY-NC 4.0. Consultation drafts are not adopted GOAP guidance.