{
    "dataset_version": {
        "id": 3,
        "label": "v1.0 initial research build",
        "sha256": "39b09a298de0018be3f245e1a6765062fd7bd70f46ed2f97bf0e992b4d0a7666",
        "created_at": "2026-09-25 15:42:32"
    },
    "material": {
        "id": "dedicated",
        "category": "Dedicated crops",
        "feedstock": "Industrial hemp (Cannabis sativa L., low-THC fibre varieties)",
        "product": "Hemp-lime concrete (hempcrete) wall infill",
        "image": "dedicated.jpg",
        "declared_unit": "1 m3 of installed hempcrete (wall formulation), about 330 kg/m3 dry",
        "density_kg_m3": 330,
        "summary": "Spring-sown hemp is mown, field-retted and baled. A decorticator separates shiv from fibre. Shiv is mixed on site with a formulated lime binder and cast or sprayed around a timber frame.",
        "params": [
            {
                "id": "ba",
                "label": "Binder/aggregate mass ratio",
                "value": 2,
                "unit": "-",
                "status": "S",
                "dq": 2,
                "sources": [
                    "S08"
                ],
                "note": "Wall formulation per the French professional rules."
            },
            {
                "id": "wb",
                "label": "Water/binder ratio",
                "value": 1.3,
                "unit": "-",
                "status": "S",
                "dq": 2,
                "sources": [
                    "S08"
                ],
                "note": ""
            },
            {
                "id": "rho",
                "label": "Dry density",
                "value": 330,
                "unit": "kg/m3",
                "status": "D",
                "dq": 3,
                "sources": [
                    "S08",
                    "S49"
                ],
                "note": "Measured 325-327 kg/m3 after 100 days."
            },
            {
                "id": "shiv",
                "label": "Hemp shiv per DU",
                "value": 110,
                "unit": "kg",
                "status": "D",
                "dq": 3,
                "sources": [],
                "note": "= 330/3."
            },
            {
                "id": "binder",
                "label": "Lime binder per DU",
                "value": 220,
                "unit": "kg",
                "status": "D",
                "dq": 3,
                "sources": [],
                "note": "= 330 x 2/3."
            },
            {
                "id": "yield",
                "label": "Straw yield",
                "value": 8,
                "unit": "t/ha",
                "status": "S",
                "dq": 2,
                "sources": [
                    "S01",
                    "S04"
                ],
                "note": ""
            },
            {
                "id": "nrate",
                "label": "Mineral N rate",
                "value": 100,
                "unit": "kg N/ha",
                "status": "S",
                "dq": 2,
                "sources": [
                    "S04",
                    "S05"
                ],
                "note": "80-100 kg N/ha optimum for biomass."
            },
            {
                "id": "alloc",
                "label": "Allocation straw to shiv/fibre/dust",
                "value": "Mass allocation (75/20/5 in source; equal burden per kg)",
                "unit": "",
                "status": "S",
                "dq": 3,
                "sources": [
                    "S03"
                ],
                "note": "Economic allocation tested as sensitivity in source."
            },
            {
                "id": "decort",
                "label": "Decortication energy",
                "value": 5.42,
                "unit": "MJ/kg fibre",
                "status": "D",
                "dq": 3,
                "sources": [
                    "S02"
                ],
                "note": "Midpoint of 1.21-9.63 MJ/kg fibre; fibre fraction 0.31 (midpoint of 20-42%)."
            }
        ],
        "scale": [
            {
                "basis": "DU",
                "value": 1,
                "label": "per declared unit"
            },
            {
                "basis": "ha",
                "value": 0.01375,
                "label": "ha of hemp per DU",
                "status": "D",
                "note": "= 0.11 t shiv / 8.0 t straw/ha (mass allocation)"
            },
            {
                "basis": "t",
                "value": 0.11,
                "label": "t straw-equivalent per DU",
                "status": "D",
                "note": ""
            }
        ],
        "processes": [
            {
                "id": "hem-01",
                "module": "A1",
                "stage": "Soil preparation",
                "name": "Stubble cultivation",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": 8.5,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S34",
                            "S33"
                        ],
                        "note": "Dechaumage classique 7-10 L/ha.",
                        "kind": "input",
                        "range": [
                            7,
                            10
                        ]
                    }
                ]
            },
            {
                "id": "hem-02",
                "module": "A1",
                "stage": "Soil preparation",
                "name": "Ploughing",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": 15,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S34",
                            "S33"
                        ],
                        "note": "Labour 10-20 L/ha.",
                        "kind": "input",
                        "range": [
                            10,
                            20
                        ]
                    }
                ]
            },
            {
                "id": "hem-03",
                "module": "A1",
                "stage": "Soil preparation",
                "name": "Seedbed preparation",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": 10,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S34"
                        ],
                        "note": "",
                        "kind": "input",
                        "range": [
                            5,
                            15
                        ]
                    }
                ]
            },
            {
                "id": "hem-04",
                "module": "A1",
                "stage": "Sowing",
                "name": "Seed supply",
                "description": "Certified seed of low-THC fibre varieties.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Hemp seed",
                        "amount": 37.5,
                        "unit": "kg",
                        "basis": "ha",
                        "ef": null,
                        "status": "S",
                        "dq": 2,
                        "sources": [
                            "S05"
                        ],
                        "note": "35-40 kg/ha; seed burden excluded in Pretot et al. and not available.",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-04b",
                "module": "A1",
                "stage": "Sowing",
                "name": "Seed transport to the farm",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Truck transport",
                        "amount": 18.75,
                        "unit": "t.km",
                        "basis": "ha",
                        "ef": "truck",
                        "status": "A",
                        "dq": 4,
                        "sources": [
                            "S38"
                        ],
                        "note": "= 37.5 kg x 500 km (assumed).",
                        "kind": "input",
                        "range": [
                            7.5,
                            37.5
                        ]
                    }
                ]
            },
            {
                "id": "hem-05",
                "module": "A1",
                "stage": "Sowing",
                "name": "Drilling",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": 5,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S34"
                        ],
                        "note": "Semis en solo 3-7 L/ha.",
                        "kind": "input",
                        "range": [
                            3,
                            7
                        ]
                    }
                ]
            },
            {
                "id": "hem-06",
                "module": "A1",
                "stage": "Fertilisation",
                "name": "Mineral N supply",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Ammonium nitrate (as N)",
                        "amount": 100,
                        "unit": "kg N",
                        "basis": "ha",
                        "ef": "n_an",
                        "status": "S",
                        "dq": 2,
                        "sources": [
                            "S04",
                            "S05"
                        ],
                        "note": "",
                        "kind": "input",
                        "range": [
                            80,
                            100
                        ]
                    }
                ]
            },
            {
                "id": "hem-06b",
                "module": "A1",
                "stage": "Fertilisation",
                "name": "Fertiliser transport to the farm",
                "description": "Ammonium nitrate from plant to farm by truck.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Truck transport",
                        "amount": 142.857,
                        "unit": "t.km",
                        "basis": "ha",
                        "ef": "truck",
                        "status": "A",
                        "dq": 4,
                        "sources": [
                            "S38"
                        ],
                        "note": "= 100 kg N / 0.35 kg N per kg NH4NO3 (stoichiometric) = 286 kg x 500 km (assumed).",
                        "kind": "input",
                        "range": [
                            57.1429,
                            285.714
                        ]
                    }
                ]
            },
            {
                "id": "hem-07",
                "module": "A1",
                "stage": "Fertilisation",
                "name": "Spreading",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel, spreader",
                        "amount": 0.85,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "P",
                        "dq": 4,
                        "sources": [
                            "S34"
                        ],
                        "note": "Proxy: spraying pass 0.4-1.3 L/ha.",
                        "kind": "input",
                        "range": [
                            0.4,
                            1.3
                        ]
                    }
                ]
            },
            {
                "id": "hem-08",
                "module": "A1",
                "stage": "Fertilisation",
                "name": "P and K supply",
                "description": "K largely returned by leaf fall; P/K often managed at rotation level.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "P2O5 and K2O",
                        "amount": null,
                        "unit": "kg",
                        "basis": "ha",
                        "ef": null,
                        "status": "G",
                        "dq": 5,
                        "sources": [
                            "S04"
                        ],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-09",
                "module": "A1",
                "stage": "Field emissions",
                "name": "Nitrous oxide from N applied",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "N applied (for N2O)",
                        "amount": 100,
                        "unit": "kg N",
                        "basis": "ha",
                        "ef": "n2o_field",
                        "status": "D",
                        "dq": 2,
                        "sources": [
                            "S40",
                            "S41"
                        ],
                        "note": "",
                        "kind": "emission",
                        "range": [
                            80,
                            100
                        ]
                    }
                ]
            },
            {
                "id": "hem-10",
                "module": "A1",
                "stage": "Field emissions",
                "name": "Ammonia volatilisation",
                "description": "0.02 kg NH3 per kg N.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "NH3 to air",
                        "amount": 2,
                        "unit": "kg",
                        "basis": "ha",
                        "ef": null,
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S01"
                        ],
                        "note": "Acidification/eutrophication flow.",
                        "kind": "lci"
                    }
                ]
            },
            {
                "id": "hem-11",
                "module": "A1",
                "stage": "Field emissions",
                "name": "Nitrate leaching",
                "description": "40 kg NO3 per ha.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "NO3 to water",
                        "amount": 40,
                        "unit": "kg",
                        "basis": "ha",
                        "ef": null,
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S01"
                        ],
                        "note": "Eutrophication flow.",
                        "kind": "lci"
                    }
                ]
            },
            {
                "id": "hem-12",
                "module": "A1",
                "stage": "Crop protection",
                "name": "Pesticides",
                "description": "Hemp needs neither insecticide nor fungicide; dense canopy suppresses weeds.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Pesticides",
                        "amount": 0,
                        "unit": "kg",
                        "basis": "ha",
                        "ef": null,
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S01"
                        ],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-13",
                "module": "A1",
                "stage": "Harvest",
                "name": "Mowing (cutter bar)",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": 4.75,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "P",
                        "dq": 3,
                        "sources": [
                            "S34",
                            "S33"
                        ],
                        "note": "Proxy: fauchage 3.5-6 L/ha.",
                        "kind": "input",
                        "range": [
                            3.5,
                            7
                        ]
                    }
                ]
            },
            {
                "id": "hem-14",
                "module": "A1",
                "stage": "Harvest",
                "name": "Field retting with turning (2 passes)",
                "description": "Straw retted on the ground 2-4 weeks.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel, tedder",
                        "amount": 4,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "P",
                        "dq": 3,
                        "sources": [
                            "S34",
                            "S33"
                        ],
                        "note": "2 x fanage 1.5-2.5 L/ha.",
                        "kind": "input",
                        "range": [
                            3,
                            5
                        ]
                    }
                ]
            },
            {
                "id": "hem-15",
                "module": "A1",
                "stage": "Harvest",
                "name": "Swathing",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel, rake",
                        "amount": 2.25,
                        "unit": "L",
                        "basis": "ha",
                        "ef": "diesel_nr",
                        "status": "P",
                        "dq": 3,
                        "sources": [
                            "S34"
                        ],
                        "note": "Andainage 1.5-3 L/ha.",
                        "kind": "input",
                        "range": [
                            1.5,
                            3
                        ]
                    }
                ]
            },
            {
                "id": "hem-16",
                "module": "A1",
                "stage": "Harvest",
                "name": "Baling (square bales)",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel, baler",
                        "amount": 1.6,
                        "unit": "L",
                        "basis": "t",
                        "ef": "diesel_nr",
                        "status": "S",
                        "dq": 3,
                        "sources": [
                            "S34"
                        ],
                        "note": "1.2-2 L/t.",
                        "kind": "input",
                        "range": [
                            1.2,
                            2
                        ]
                    },
                    {
                        "id": "f2",
                        "flow": "Twine",
                        "amount": null,
                        "unit": "kg",
                        "basis": "DU",
                        "ef": null,
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-17",
                "module": "A1",
                "stage": "Harvest",
                "name": "Bale collection and storage",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Diesel",
                        "amount": null,
                        "unit": "L",
                        "basis": "t",
                        "ef": "diesel_nr",
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-18",
                "module": "A1",
                "stage": "Primary processing",
                "name": "Straw transport to decortication plant",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Truck transport",
                        "amount": 3.3,
                        "unit": "t.km",
                        "basis": "DU",
                        "ef": "truck",
                        "status": "A",
                        "dq": 4,
                        "sources": [
                            "S38"
                        ],
                        "note": "= 0.11 t x 30 km.",
                        "kind": "input",
                        "range": [
                            1.1,
                            8.8
                        ]
                    }
                ]
            },
            {
                "id": "hem-19",
                "module": "A1",
                "stage": "Primary processing",
                "name": "Decortication, screening and dedusting",
                "description": "Separates shiv, fibre and dust.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Electricity",
                        "amount": 466.722,
                        "unit": "kWh",
                        "basis": "t",
                        "ef": "elec_fr",
                        "status": "D",
                        "dq": 3,
                        "sources": [
                            "S02"
                        ],
                        "note": "= 5.42 MJ/kg fibre x 0.31 kg fibre/kg straw / 3.6.",
                        "kind": "input",
                        "range": [
                            67.2222,
                            1123.5
                        ]
                    }
                ]
            },
            {
                "id": "hem-20",
                "module": "A1",
                "stage": "Primary processing",
                "name": "Shiv bagging",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Bags / big bags",
                        "amount": null,
                        "unit": "kg",
                        "basis": "DU",
                        "ef": null,
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-21",
                "module": "A1",
                "stage": "Binder production",
                "name": "Formulated lime binder manufacture",
                "description": "Hydrated lime used as proxy for formulated lime (FL A 3.5).",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Lime binder",
                        "amount": 220,
                        "unit": "kg",
                        "basis": "DU",
                        "ef": "lime_hyd",
                        "status": "D",
                        "dq": 3,
                        "sources": [
                            "S42",
                            "S43",
                            "S09"
                        ],
                        "note": "",
                        "kind": "input"
                    },
                    {
                        "id": "f2",
                        "flow": "Paper sacks",
                        "amount": null,
                        "unit": "kg",
                        "basis": "DU",
                        "ef": null,
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-22",
                "module": "A2",
                "stage": "Transport",
                "name": "Binder from lime works to depot",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Truck transport",
                        "amount": 55,
                        "unit": "t.km",
                        "basis": "DU",
                        "ef": "truck",
                        "status": "A",
                        "dq": 4,
                        "sources": [
                            "S38"
                        ],
                        "note": "= 0.22 t x 250 km.",
                        "kind": "input",
                        "range": [
                            22,
                            110
                        ]
                    }
                ]
            },
            {
                "id": "hem-23",
                "module": "A3",
                "stage": "Distribution",
                "name": "Depot storage of shiv and binder",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "No process energy",
                        "amount": 0,
                        "unit": "-",
                        "basis": "DU",
                        "ef": null,
                        "status": "I",
                        "dq": 3,
                        "sources": [],
                        "note": "",
                        "kind": "info"
                    }
                ]
            },
            {
                "id": "hem-24",
                "module": "A4",
                "stage": "Transport",
                "name": "Depot to construction site",
                "description": "",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Truck transport",
                        "amount": 16.5,
                        "unit": "t.km",
                        "basis": "DU",
                        "ef": "truck",
                        "status": "A",
                        "dq": 4,
                        "sources": [
                            "S38"
                        ],
                        "note": "= 0.33 t x 50 km.",
                        "kind": "input",
                        "range": [
                            6.6,
                            49.5
                        ]
                    }
                ]
            },
            {
                "id": "hem-25",
                "module": "A5",
                "stage": "Installation",
                "name": "Mixing on site",
                "description": "Paddle mixer or spraying machine.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Electricity or genset diesel",
                        "amount": null,
                        "unit": "kWh",
                        "basis": "DU",
                        "ef": "elec_fr",
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    },
                    {
                        "id": "f2",
                        "flow": "Mixing water",
                        "amount": 286,
                        "unit": "L",
                        "basis": "DU",
                        "ef": null,
                        "status": "D",
                        "dq": 2,
                        "sources": [
                            "S08"
                        ],
                        "note": "= 1.3 x binder; EF negligible/not available.",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-26",
                "module": "A5",
                "stage": "Installation",
                "name": "Formwork and casting / spraying",
                "description": "Reusable formwork boards; spray rebound losses.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "Formwork and losses",
                        "amount": null,
                        "unit": "-",
                        "basis": "DU",
                        "ef": null,
                        "status": "G",
                        "dq": 5,
                        "sources": [],
                        "note": "",
                        "kind": "input"
                    }
                ]
            },
            {
                "id": "hem-27",
                "module": "A5",
                "stage": "Installation",
                "name": "Drying of the wall",
                "description": "Natural drying; weeks to months.",
                "flows": [
                    {
                        "id": "f1",
                        "flow": "No energy input",
                        "amount": 0,
                        "unit": "-",
                        "basis": "DU",
                        "ef": null,
                        "status": "I",
                        "dq": 3,
                        "sources": [],
                        "note": "",
                        "kind": "info"
                    }
                ]
            }
        ],
        "biogenic": {
            "dry_mass_kg": 110,
            "carbon_fraction": 0.45,
            "co2_kg": 181.5,
            "status": "A",
            "sources": [],
            "note": "Carbon fraction 0.45 assumed for hemp shiv; replace with measured value."
        },
        "info": [
            {
                "label": "Carbonation potential of binder (use stage B1, not in A1-A5)",
                "value": "up to 130.7 kg CO2 if fully carbonated",
                "note": "= 0.594 x binder mass.",
                "sources": [
                    "S44"
                ]
            },
            {
                "label": "Timber frame",
                "value": "Excluded; model it as a separate element",
                "note": "",
                "sources": []
            }
        ],
        "benchmark": {
            "label": "No A1-A3 value per m3 retrieved in this version",
            "value": null,
            "unit": "",
            "modules": "",
            "use_for_residual": false,
            "sources": [
                "S01",
                "S03"
            ],
            "note": "Pretot et al. report results per m2 of wall; convert before comparing."
        }
    },
    "results": {
        "total_fossil_gwp": 210.31523728187497,
        "range": [
            175.0634205890625,
            254.28113184375002
        ],
        "modules": {
            "A1": {
                "gwp": 204.05898728187498,
                "lo": 172.5609205890625,
                "hi": 240.32488184375
            },
            "A2": {
                "gwp": 4.8125,
                "lo": 1.9249999999999998,
                "hi": 9.625
            },
            "A3": {
                "gwp": 0,
                "lo": 0,
                "hi": 0
            },
            "A4": {
                "gwp": 1.4437499999999999,
                "lo": 0.5774999999999999,
                "hi": 4.33125
            },
            "A5": {
                "gwp": 0,
                "lo": 0,
                "hi": 0
            }
        },
        "biogenic_co2_stored": 181.5,
        "coverage": 0.6666666666666666,
        "dq_weighted": 2.970150122457789,
        "residual": null
    }
}