315a2324-2d6d-47a7-9baf-bc70d6f195f7De-oiled rice bran (economic allocation)Paddy rice cultivation and processing of rice grain into broken riceProduction mix, at plantBoken rice (11,8% CP)Materials productionFood and renewable raw materialsPaddy rice cultivation in Thailand ( Based on plan CN: paddy rice, grain cultivation). Diesel from Malaysia. Rice mill dataset is estimated using the Japanese Rice Dry Mill technology, electricity mix from Thailand. Solvent extraction process is used for extracting crude rice bran oil from rice bran. Economic allocation applied.
The data set covers all relevant process steps / technologies over the supply chain of the represented cradle to gate inventory with a good overall data quality. The inventory is mainly based on literature, national statistics and expert judgments.0Paddy rice cultivation in Thailand. Diesel from Malaysia. Rice mill dataset is estimated using Japanese Rice Dry Mill technology, electricity mix from Thailand.Rice can be grown in dry-fields or wet fields. After harvest, the fields are ploughed or sometimes left as stubble for the entire winter. For preparation of planting the fields are flooded, often by means of an elaborate network of channels and pipelines. Together with the soil the water forms a deep layer of soft mud, which has to be levelled so that all parts get the same treatment. The seedlings are grown in trays, in a sort of fibre matting, until they are ready for planting out, these days with the help of planting machinery.
When harvested from the field, rice is in the form of paddy (or “rough”) rice, where the kernel is fully enveloped by the rice hull. After being dried, the hull is removed in the first stage of milling, yielding brown rice. In the second stage of milling, the outer brown layer is removed to produce white rice. The outer brown layer, called “rice bran,” is composed of the rice germ and several sub layers which account for approximately 8% by weight of paddy rice and contain over 60% of the nutrients found in each kernel of rice.(Cheruvanky 2009)
Modeling rice cultivation
The model represent the average rice cultivation. In thailand the 72% of the growing rice is cultivated in rain-fed lowland cropping systems and the 28% of the rice is cultivated appling irrigation (Source: Dannenmann B. An evaluation of the environmental impacts of rice production using life cycle assessment. University of Hohenheim. Agricultural engineering in the tropics and subtropics. September 2009). Based on Dobermann the rice is crop in Rice - Rice systems, one occurs in Dry-season from December to April and one in Wet-season from June to October (Source: Dobermann A. et al. Increasing productivity of intensive rice systems through site-specific nutrient management. 2004).
Due to the anaerobic conditions in paddy fields rice cultivation leads to large emissions of methane. These emissions are considered and modeled according to IPCC 2006.
Table. 1: Life cycle inventory data agricultural production - cultivation and main product characteristic
Parameter Value Unit Source
Yield 2951,03 t fresh weight (fw) / year FAOSTAT
Product characteristics
N 20 kg/t (fw) ROY ET AL. 2004
Dry weight content 85 % IQBAL ET AL. 2009
Lower heating value
(untreated rice) 15.59 MJ / kg (fw) thinkstep AG
Mineral fertilizer application
N 69,13 kg/(ha*year) Sakaorat Kasmaprapruet. 2009
Diesel
whole cultivation process 124 l/(ha*year) Sakaorat Kasmaprapruet. 2009
Pesticides
Carbofuran 23.5 kg / (ha*year) Sakaorat Kasmaprapruet. 2009
2,4 Dichlorophenoxy
acetic acid 0.09 kg / (ha*year)
Seeds
Seeds 93,75 kg / (ha*year) Thai agricultural standard TAS 4401 - 2008
It was assumed a Straw - Rice ration of 0,75 (Source: Butchaiah Gadde et. al. Possible energy utilization of rice straw in Thailand: Seasonal and spatial variations in straw availability as well as potential reduction in Greenhouse gas emissions. International conference on sustainable development: Challenges and opportunities for GMS. Dec 2007). Rice straw was harvested and used for different purposes: part is burned on the field, part is returned to the field and part is used as animal feed or sold to produce energy. It was assumed that the 47% of the straw is burned in the field, the 29,91% is returned to the field and the rest is sold (Source: Gadde B. Possible energy utilization of rice straw in Thailand: Seasonal and spatial variations in straw availability as well as potential reduction in greenhouse gas emissions. International conference on sustainable development: challenges and oportunities for GMS. 2007). The environmental burden was allocated between main product and by-product according to market prices.
The impact of organic material on the methane creation potential was considered using formula of IPCC 2003.
Field emissions of NH3, NOx, N2, NO3-, and N2O gases from organic and mineral fertilizer degradation have been assessed based on Bouwmann, A. F. 1996, Brentrup, F. et. al. 2000, IPCC 2003 and IPCC 2008. Some relevant inventory data of the N-cycle is given in table 2.
The agricultural model within GaBi used for calculation assumes that nitrate is stored in the soil, so after accounting for uptake by crop and losses a defined fraction of the input is available in the following production period.
Impacts associated with atmospheric deposition of different forms of nitrogen play an important role in eco systems and were included in this assessment. Basic data assumptions are listed in the table below
In addition a nutrient input from irrigation water was assumed to be N 0.5 mg N*Lˉ¹, P 0.2 mg N*Lˉ¹, K 2 mg N*Lˉ¹, Ca 16 mg N*Lˉ¹ and Mg 2 mg N*Lˉ¹ (Dobermann 1996).
Carbon dioxide uptake and conversion by the crop (removing CO2 from the atmosphere) is assessed in order to understand the carbon losses during post harvest processing. The carbon dioxide uptake is considered as a carbon dioxide input flow in the GaBi dataset.
The carbon losses associated with land use changes (e.g. forest clearance to produce agricultural land) have not been considered in this dataset.
Table 2: Life cycle inventory data agricultural production – main nitrogen flows
Parameter Value Unit Source
Nitrogen from rainfall 25.0 kg N/(ha*year) Assumption PE
Nitrogen from biomass
residues from previous crop 6.0 kg N/(ha*year) Assumption PE
Biogenic nitrogen fixation by
symbionts 5 kg N/(ha*year) Assumption PE
N2O emission factor field
(N2O emissions per kg of
applied fertilizer N) 0.01 kg/kg N IPCC 2006
Modelling Rice milling process:
Regular-milled white rice is produced by removing the hull and bran layers. When the harvested rice arrives at the mill, it moves through a multifaceted process. A variety of specialized sorting machines separate the kernels, en-cased in an inedible hull, from chaff and other foreign ma-terial. The rough rice passes through "sheller" machines that remove the hull. The result is brown rice, with the bran layers still surrounding the kernel. If the brown rice is the final product, the grain is polished. The grains of brown rice are milled by huller or polishing machines that rub the grains together under pressure. This abrasion removes the bran layers, revealing polished white kernels. Milled white rice, at its best, is made up of clean, polished, whole ker-nels. During the bran removal and also during polishing, bran is produced as a by-product. Another by-product is rice husk, which can be burned for energy recovery.
This dataset is based on secondary data from literature and expert estimations
Outputs of rice milling process per 1 kg of rice grain input
Parameter Value Unit Source
Outputs
Milled white rice 0.7056 kg (NIIR Board of Consultants & Engineers, 2006)
Rice bran (13,3% CP) 0.069 kg (NIIR Board of Consultants & Engineers, 2006)
Rice polish (11,8% CP) 0.0094 kg (NIIR Board of Consultants & Engineers, 2006)
Rice husk 0,2 kg (World Academy of Science, Engineering and Technology, 2009)
Rice loss 0,016 kg (Dalgaard R et al., 2008)
Based on expert judgement the rice polish fow was used to calculate the production of broken rice. The environmental burden was allocated between main product and by-product according to market prices.
Rice bran deoiling: A solvent extraction process is used for extracting crude rice bran oil from rice bran. Extraction rate: 15kg oil/100kg bran according to FAO (Rice in human nutrition). Economic allocation applied. Assumed prices: 1$/kg crude rice bran oil; 0,2$ per kg deoiled rice bran cake. The prices for the different products are uncertain, so the results should be interpreted with care. The process was modeled using secondary data.
Background system:
Electricity: Electricity from renewable and non- renewable powerplants is modelled so that it represents a country’s specific consumption mix including transmission / distribution losses, own consumption, imports, emissions and efficiency standards, and energy carrier properties. Several factors are taken into account. (1) Energy carrier production - The exploration, mining / production, processing, and transportation of energy carrier supply chains are modelled for each country. The models account for differences among countries in production and processing, including crude oil production technologies, flaring rates, production efficiencies, emissions, etc. (2) Energy carrier supply - Each country’s specific energy carrier supply is modelled, taking into account domestic supply versus imports from abroad. Energy carrier properties (e.g. carbon and energy content), which can vary depending from where an energy carrier is sourced, are adjusted accordingly. (3) Power plants - Models are created to represent energy carrier-specific power plants and electricity generation facilities specific to different renewable energy resources. Energy carrier production and supply models are used to represent power plant inputs. Combined heat and power (CHP) plants are also considered. (4) Electricity grid - Models representing the electricity generation facilities are combined into a larger model that reflects a country’s consumption mix. The larger model accounts for a country’s production mix, internal consumption (e.g. pumped storage for hydro power), transmission / distribution losses, and imported electricity. The country model is also adjusted according to national power plant emission and efficiency standards, as well as the country’s share of electricity plants versus CHP facilities.
Thermal energy, process steam: The thermal energy and process steam supply is modelled to reflect each country’s emission standards and typical energy carriers (e.g., coal, natural gas, etc.) Both thermal energy and process steam are assumed to be produced at heat plants. Thermal energy datasets assume energy carrier inputs are converted to thermal energy with 100% efficiency; process steam datasets assume conversion efficiencies of 85%, 90% to 95%. The energy carriers used for the generation of thermal energy and process steam are modelled according to each country’s import situation (see electricity above).
Transportation: All relevant and known transportation processes are included. Ocean-going and inland ship transport as well as rail, truck and pipeline transport of bulk commodities are considered.
Energy carriers: The energy carriers and their respective properties are modelled according to the specific supply situation (see electricity above).
Refinery products: Diesel fuel, gasoline, technical gases, fuel oils, lubricants and residues such as bitumen are modelled with a parameterised country-specific refinery model. The refinery model aims to represent each country’s refining processes (e.g. emissions levels, internal energy consumption, etc.), as well as the country’s product output spectrum, which can vary significantly among countries. The supply of crude oil is likewise modelled according to the country-specific situation and accounts for differences in resource properties (e.g., crude oil energy content).Liquid manure (free-range)Truck-trailer (truck fleet, long-dist.) (Version 2006), Euro 3, 27t payload capacityClearance / Slash-and-burn / plowing generic 2008Universal TractorSowing single grain beet (54 kW)Sowing; circular spike harrow (medium, 67 kW)Soil cultivation; deep grubbing (medium, 83 kW)Soil cultivation; stubble cleaning (medium, 67 kW)Sowing; Seeder (67 kW)Fertilising; limeFertilising; liquid manureSoil cultivation; ploughing (medium, 83 kW)Soil cultivation; seed bed preparation (medium, 83 kW)Diesel at refineryTractor with rotary cultivation (67 kW all-wheel)Harvest; Pressing square balesHarvest; Pressing round balesPest management; SprayingFertilising; Mineral fertiliserFertilising; Mineral fertiliserSoil cultivation; ploughing (heavy, 157 kW)Ammonium sulphate (Caprolactam production)Diesel mix at refineryTap water from surface waterWaste water treatment (slightly organic and inorganic contaminated)Electricity grid mixRice Dry Mill (10% milling)Broken rice for animal feed userenewables_rice grains.jpgrenewables_rice mill.jpgLCI resultAttributionalnoneAllocation - market valueAllocation - net calorific valueAllocation - exergetic contentAllocation - massAllocation between main product and by-product was performed according to market prices. Price allocation was applied in the foreground (dry mill) system.
A reference system, which covers the emissions occurring under natural system conditions, was considered by system expansion. The reference system chosen for this dataset was crop land. As the basis for comparison the area was chosen (one hectare)Direct land use change: GHG emissions from direct LUC allocated to good/service for 20 years after the LUC occurs.
Carbon storage and delayed emissions: credits associated with temporary (carbon) storage or delayed emissions are not considered in the calculation of the Global Warming Potential impacts for the default impact categories.
Emissions off-setting: not included
Fossil and biogenic carbon emissions and removals: removals and emissions are modelled as follows: All GHG emissions from fossil fuels (including peat and limestone) are modelled consistently with the ILCD list of elementary flows. In the case that the emissions refer to the molecules CO2 and CH4, they are modelled as ‘carbon dioxide (fossil)’ and ‘methane (fossil)’. Biogenic uptake and emissions are modelled separately. For land use change, all carbon emissions and uptakes are inventoried separately for each of the elementary flows. Soil carbon accumulation (uptake) via improved agricultural management is excluded from the model.NoneGaBi Modelling PrinciplesCut-off rules for each unit process: Coverage of at least 95% of mass and energy of the input and output flows, and 98% of their environmental relevance (according to expert judgment).NoneLCI modelling is fully consistent.NoneFor details please see the document "GaBi Databases Modelling Principles"NoneFAO 20072006 IPCC Guidelines for National Greenhouse Gas InventoriesDobermann AButchaiah Gadde et. al. 2007Sakaorat Kasmaprapruet. et al. 2009Thai agricultural standard TAS 4401 - 2008K. Kanokkanjana et al. 2013ROY ET AL. 2004NIR pour la France au titre de la convention cadre des Nations Unies sur les changements climatiquesWorld Academy of Science, Engineering and Technology, 2009Dalgaard R. et al. 2008Dannenmann B. 2009FAO 1993, Bienvenido O. Juliano95.02013noneThe data set can be used for all LCA/CF studies where the product is needed. Combination with individual unit processes using this commodity enables the generation of user-specific (product) LCAs.All relevant flows quantifiedAnthropogenic Abiotic Depletion Potential (AADP), TU BerlinCML2001 - Jan. 2016, Abiotic Depletion (ADP elements)CML2001 - Jan. 2016, Abiotic Depletion (ADP fossil)CML2001 - Jan. 2016, Acidification Potential (AP)CML2001 - Jan. 2016, Eutrophication Potential (EP)CML2001 - Jan. 2016, Freshwater Aquatic Ecotoxicity Pot. (FAETP inf.)CML2001 - Jan. 2016, Global Warming Potential (GWP 100 years)CML2001 - Jan. 2016, Global Warming Potential (GWP 100 years), excl biogenic carbonCML2001 - Jan. 2016, Human Toxicity Potential (HTP inf.)CML2001 - Jan. 2016, Marine Aquatic Ecotoxicity Pot. (MAETP inf.)CML2001 - Jan. 2016, Ozone Layer Depletion Potential (ODP, steady state)CML2001 - Jan. 2016, Photochem. Ozone Creation Potential (POCP)CML2001 - Jan. 2016, Terrestric Ecotoxicity Potential (TETP inf.)CML2001 - Jan. 2016, Global Warming Potential (GWP 100), excl bio. C, incl LUC, no norm/weightCML2001 - Jan. 2016, Global Warming Potential (GWP 100), incl bio. C, incl LUC, no norm/weightCML2001 - Jan. 2016, Global Warming Potential (GWP 100), Land Use Change only, no norm/weightCML2001 - Jan. 2016, Abiotic Depletion (ADP elements), Economic ReserveCML2001 - Jan. 2016, Abiotic Depletion (ADP elements), Reserve BaseEF 2.0 Acidification terrestrial and freshwaterEF 2.0 Cancer human health effectsEF 2.0 Climate ChangeEF 2.0 Ecotoxicity freshwaterEF 2.0 Eutrophication freshwaterEF 2.0 Eutrophication marineEF 2.0 Eutrophication terrestrialEF 2.0 Ionising radiation - human healthEF 2.0 Land UseEF 2.0 Non-cancer human health effectsEF 2.0 Ozone depletionEF 2.0 Photochemical ozone formation - human healthEF 2.0 Resource use, energy carriersEF 2.0 Resource use, mineral and metalsEF 2.0 Respiratory inorganicsEF 2.0 Water scarcityReCiPe 2016 v1.1 Midpoint (E) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Midpoint (E) - Freshwater ecotoxicityReCiPe 2016 v1.1 Midpoint (E) - Marine ecotoxicityReCiPe 2016 v1.1 Midpoint (E) - Human toxicity, non-cancerReCiPe 2016 v1.1 Midpoint (E) - Human toxicity, cancerReCiPe 2016 v1.1 Midpoint (E) - Climate change, incl biogenic carbonReCiPe 2016 v1.1 Midpoint (E) - Climate change, default, excl biogenic carbonReCiPe 2016 v1.1 Midpoint (E) - Metal depletionReCiPe 2016 v1.1 Midpoint (E) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Midpoint (E) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Midpoint (E) - Fossil depletionReCiPe 2016 v1.1 Midpoint (E) - Freshwater ConsumptionReCiPe 2016 v1.1 Midpoint (E) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Midpoint (E) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Midpoint (E) - Terrestrial AcidificationReCiPe 2016 v1.1 Midpoint (E) - Ionizing RadiationReCiPe 2016 v1.1 Midpoint (E) - Freshwater EutrophicationReCiPe 2016 v1.1 Midpoint (E) - Land useReCiPe 2016 v1.1 Midpoint (E) - Marine EutrophicationReCiPe 2016 v1.1 Midpoint (E) - Climate change, excl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Midpoint (E) - Climate change, incl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Endpt(E) - Climate change Terrest Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Human Health, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Freshw Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Terrest Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Human Health, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Freshw Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(E) - Climate change Freshw Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(E) - Climate change Human Health, LUC only, no norm/weightReCiPe 2016 v1.1 Midpoint (E) - Climate change, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(E) - Climate change Terrest Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpoint (E) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Endpoint (E) - Freshwater ecotoxicityReCiPe 2016 v1.1 Endpoint (E) - Marine ecotoxicityReCiPe 2016 v1.1 Endpoint (E) - Human toxicity, non-cancerReCiPe 2016 v1.1 Endpoint (E) - Human toxicity, cancerReCiPe 2016 v1.1 Endpoint (E) - Climate change Freshw Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Climate change Human Health, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Climate change Terrest Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Climate change Terrest Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Climate Change Human Health, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Climate change Freshw Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (E) - Metal depletionReCiPe 2016 v1.1 Endpoint (E) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Endpoint (E) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Endpoint (E) - Fossil depletionReCiPe 2016 v1.1 Endpoint (E) - Freshwater Consumption, Human HealthReCiPe 2016 v1.1 Endpoint (E) - Freshwater Consumption, Terrest EcosystemsReCiPe 2016 v1.1 Endpoint (E) - Freshwater Consumption, Freshw EcosystemsReCiPe 2016 v1.1 Endpoint (E) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Endpoint (E) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Endpoint (E) - Terrestrial AcidificationReCiPe 2016 v1.1 Endpoint (E) - Ionizing RadiationReCiPe 2016 v1.1 Endpoint (E) - Freshwater EutrophicationReCiPe 2016 v1.1 Endpoint (E) - Land useReCiPe 2016 v1.1 Endpoint (E) - Marine EutrophicationReCiPe 2016 v1.1 Midpoint (H) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Midpoint (H) - Freshwater ecotoxicityReCiPe 2016 v1.1 Midpoint (H) - Marine ecotoxicityReCiPe 2016 v1.1 Midpoint (H) - Human toxicity, non-cancerReCiPe 2016 v1.1 Midpoint (H) - Human toxicity, cancerReCiPe 2016 v1.1 Midpoint (H) - Climate change, default, excl biogenic carbonReCiPe 2016 v1.1 Midpoint (H) - Climate change, incl biogenic carbonReCiPe 2016 v1.1 Midpoint (H) - Metal depletionReCiPe 2016 v1.1 Midpoint (H) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Midpoint (H) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Midpoint (H) - Fossil depletionReCiPe 2016 v1.1 Midpoint (H) - Freshwater ConsumptionReCiPe 2016 v1.1 Midpoint (H) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Midpoint (H) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Midpoint (H) - Terrestrial AcidificationReCiPe 2016 v1.1 Midpoint (H) - Ionizing RadiationReCiPe 2016 v1.1 Midpoint (H) - Freshwater EutrophicationReCiPe 2016 v1.1 Midpoint (H) - Land useReCiPe 2016 v1.1 Midpoint (H) - Marine EutrophicationReCiPe 2016 v1.1 Midpoint (H) - Climate change, excl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Endpt(H) - Climate change Terrest Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(H) - Climate change Human Health, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(H) - Climate change Freshw Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Midpoint (H) - Climate change, incl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Endpt(H) - Climate change Terrest Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(H) - Climate change Human Health, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(H) - Climate change Freshw Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(H) - Climate change Freshw Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(H) - Climate change Human Health, LUC only, no norm/weightReCiPe 2016 v1.1 Midpoint (H) - Climate change, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(H) - Climate change Terrest Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpoint (H) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Endpoint (H) - Freshwater ecotoxicityReCiPe 2016 v1.1 Endpoint (H) - Marine ecotoxicityReCiPe 2016 v1.1 Endpoint (H) - Human toxicity, non-cancerReCiPe 2016 v1.1 Endpoint (H) - Human toxicity, cancerReCiPe 2016 v1.1 Endpoint (H) - Climate change Freshw Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Climate change Human Health, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Climate change Terrest Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Climate change Terrest Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Climate change Human Health, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Climate change Freshw Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (H) - Metal depletionReCiPe 2016 v1.1 Endpoint (H) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Endpoint (H) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Endpoint (H) - Fossil depletionReCiPe 2016 v1.1 Endpoint (H) - Freshwater Consumption, Human HealthReCiPe 2016 v1.1 Endpoint (H) - Freshwater Consumption, Terrest EcosystemsReCiPe 2016 v1.1 Endpoint (H) - Freshwater Consumption, Freshw EcosystemsReCiPe 2016 v1.1 Endpoint (H) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Endpoint (H) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Endpoint (H) - Terrestrial AcidificationReCiPe 2016 v1.1 Endpoint (H) - Ionizing RadiationReCiPe 2016 v1.1 Endpoint (H) - Freshwater EutrophicationReCiPe 2016 v1.1 Endpoint (H) - Land useReCiPe 2016 v1.1 Endpoint (H) - Marine EutrophicationReCiPe 2016 v1.1 Midpoint (I) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Midpoint (I) - Freshwater ecotoxicityReCiPe 2016 v1.1 Midpoint (I) - Marine ecotoxicityReCiPe 2016 v1.1 Midpoint (I) - Human toxicity, non-cancerReCiPe 2016 v1.1 Midpoint (I) - Climate change, default, excl biogenic carbonReCiPe 2016 v1.1 Midpoint (I) - Climate change, incl biogenic carbonReCiPe 2016 v1.1 Midpoint (I) - Metal depletionReCiPe 2016 v1.1 Midpoint (I) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Midpoint (I) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Midpoint (I) - Fossil depletionReCiPe 2016 v1.1 Midpoint (I) - Human toxicity, cancerReCiPe 2016 v1.1 Midpoint (I) - Freshwater ConsumptionReCiPe 2016 v1.1 Midpoint (I) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Midpoint (I) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Midpoint (I) - Terrestrial AcidificationReCiPe 2016 v1.1 Midpoint (I) - Ionizing RadiationReCiPe 2016 v1.1 Midpoint (I) - Freshwater EutrophicationReCiPe 2016 v1.1 Midpoint (I) - Land useReCiPe 2016 v1.1 Midpoint (I) - Marine EutrophicationReCiPe 2016 v1.1 Midpoint (I) - Climate change, excl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Endpt(I) - Climate change Terrest Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(I) - Climate change Human Health, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(I) - Climate change Freshw Ecosystems, excl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Midpoint (I) - Climate change, incl biog. C, incl LUC, no norm/weightReCiPe 2016 v1.1 Endpt(I) - Climate change Terrest Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(I) - Climate change Human Health, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(I) - Climate change Freshw Ecosystems, incl biog. C, incl LUC, no norm/weighReCiPe 2016 v1.1 Endpt(I) - Climate change Freshw Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(I) - Climate change Human Health, LUC only, no norm/weightReCiPe 2016 v1.1 Midpoint (I) - Climate change, LUC only, no norm/weightReCiPe 2016 v1.1 Endpt(I) - Climate change Terrest Ecosystems, LUC only, no norm/weightReCiPe 2016 v1.1 Endpoint (I) - Terrestrial ecotoxicityReCiPe 2016 v1.1 Endpoint (I) - Freshwater ecotoxicityReCiPe 2016 v1.1 Endpoint (I) - Marine ecotoxicityReCiPe 2016 v1.1 Endpoint (I) - Human toxicity, non-cancerReCiPe 2016 v1.1 Endpoint (I) - Climate change Freshw Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Climate change Human Health, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Climate change Terrest Ecosystems, default, excl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Climate change Terrest Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Climate change Human Health, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Climate change Freshw Ecosystems, incl biogenic carbonReCiPe 2016 v1.1 Endpoint (I) - Metal depletionReCiPe 2016 v1.1 Endpoint (I) - Photochemical Ozone Formation, Human HealthReCiPe 2016 v1.1 Endpoint (I) - Photochemical Ozone Formation, EcosystemsReCiPe 2016 v1.1 Endpoint (I) - Fossil depletionReCiPe 2016 v1.1 Endpoint (I) - Human toxicity, cancerReCiPe 2016 v1.1 Endpoint (I) - Freshwater Consumption, Human HealthReCiPe 2016 v1.1 Endpoint (I) - Freshwater Consumption, Terrest EcosystemsReCiPe 2016 v1.1 Endpoint (I) - Freshwater Consumption, Freshw EcosystemsReCiPe 2016 v1.1 Endpoint (I) - Stratospheric Ozone DepletionReCiPe 2016 v1.1 Endpoint (I) - Fine Particulate Matter FormationReCiPe 2016 v1.1 Endpoint (I) - Terrestrial AcidificationReCiPe 2016 v1.1 Endpoint (I) - Ionizing RadiationReCiPe 2016 v1.1 Endpoint (I) - Freshwater EutrophicationReCiPe 2016 v1.1 Endpoint (I) - Land useReCiPe 2016 v1.1 Endpoint (I) - Marine EutrophicationIPCC AR5 GWP20, incl biogenic carbonIPCC AR5 GWP100, incl biogenic carbonIPCC AR5 GTP50, incl biogenic carbonIPCC AR5 GTP20, incl biogenic carbonIPCC AR5 GTP100, incl biogenic carbonIPCC AR5 GTP20, Land Use Change only, no norm/weightIPCC AR5 GTP20, incl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP50, incl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GWP100, incl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GWP100, Land Use Change only, no norm/weightIPCC AR5 GTP100, incl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP50, Land Use Change only, no norm/weightIPCC AR5 GTP100, Land Use Change only, no norm/weightIPCC AR5 GWP20, Land Use Change only, no norm/weightIPCC AR5 GWP20, incl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GWP20, excl biogenic carbonIPCC AR5 GTP20, excl biogenic carbonIPCC AR5 GWP100, excl biogenic carbonIPCC AR5 GTP50, excl biogenic carbonIPCC AR5 GTP100, excl biogenic carbonIPCC AR5 GWP20, Land Use Change only, no norm/weightIPCC AR5 GTP100, Land Use Change only, no norm/weightIPCC AR5 GWP100, Land Use Change only, no norm/weightIPCC AR5 GWP100, excl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP20, Land Use Change only, no norm/weightIPCC AR5 GWP20, excl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP100, excl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP50, Land Use Change only, no norm/weightIPCC AR5 GTP50, excl biogenic carbon, incl Land Use Change, no norm/weightIPCC AR5 GTP20, excl biogenic carbon, incl Land Use Change, no norm/weightLANCA v2.3, Biotic Production Loss Potential (Occupation)LANCA v2.3, Biotic Production Loss Potential (Transformation)LANCA v2.3, Erosion Potential (Occupation)LANCA v2.3, Erosion Potential (Transformation)LANCA v2.3, Groundwater Regeneration Reduction Potential (Occupation)LANCA v2.3, Groundwater Regeneration Reduction Potential (Transformation)LANCA v2.3, Infiltration Reduction Potential (Occupation)LANCA v2.3, Infiltration Reduction Potential (Transformation)LANCA v2.3, Physicochemical Filtration Reduction Potential (Occupation)LANCA v2.3, Physicochemical Filtration Reduction Potential (Transformation)TRACI 2.1, Global Warming Air, incl. biogenic carbonTRACI 2.1, Resources, Fossil fuelsTRACI 2.1, Human toxicity, cancer (recommended)TRACI 2.1, Human toxicity, non-canc. (recommended)TRACI 2.1, Global Warming Air, excl. biogenic carbonTRACI 2.1, Smog AirTRACI 2.1, Ecotoxicity (recommended)TRACI 2.1, AcidificationTRACI 2.1, EutrophicationTRACI 2.1, Human Health Particulate AirTRACI 2.1, Ozone Depletion AirTRACI 2.1, Global Warming Air, excl biogenic carbon, incl LUC, no norm/weightTRACI 2.1, Global Warming Air, LUC only, no norm/weightTRACI 2.1, Global Warming Air, incl biogenic carbon, incl LUC, no norm/weightUBP 2013, Carcinogenic substances into airUBP 2013, Energy resourcesUBP 2013, Global warmingUBP 2013, Heavy metals into airUBP 2013, Heavy metals into soilUBP 2013, Heavy metals into waterUBP 2013, Land useUBP 2013, Main air pollutantsUBP 2013, Mineral resourcesUBP 2013, Non radioactive waste to depositUBP 2013, Ozone layer depletionUBP 2013, Pesticides into soilUBP 2013, POP into waterUBP 2013, Radioactive substances into airUBP 2013, Radioactive substances into waterUBP 2013, Radioactive waste to depositUBP 2013, Water pollutantsUBP 2013, Water resourcesUBP 2013, Global warming, incl Land Use ChangeUBP 2013, Global warming, Land Use Change onlyUSEtox 2.1, Ecotoxicity (recommended and interim)USEtox 2.1, Ecotoxicity (recommended only)USEtox 2.1, Human toxicity, cancer (recommended and interim)USEtox 2.1, Human toxicity, cancer (recommended only)USEtox 2.1, Human toxicity, non-canc. (recommended and interim)USEtox 2.1, Human toxicity, non-canc. (recommended only)AWARE, high characterization factor for unspecified waterAWARE, low characterization factor for unspecified waterAWARE, OECD+BRIC average for unspecified waterBlue water consumptionBlue water useTotal freshwater consumption (including rainwater)Total freshwater useWSI, high characterization factor for unspecified waterWSI, low characterization factor for unspecified waterWSI, OECD+BRIC average for unspecified waterAWARE (excl hydropower), high characterization factor for unspecified waterAWARE (excl hydropower), low characterization factor for unspecified waterAWARE (excl hydropower), OECD+BRIC average for unspecified waterBlue water consumption (excl hydropower)Blue water use (excl hydropower)Total freshwater consumption (excl hydropower, including rainwater)Total freshwater use (excl hydropower)WSI (excl hydropower), high characterization factor for unspecified waterWSI (excl hydropower), low characterization factor for unspecified waterWSI (excl hydropower), OECD+BRIC average for unspecified waterThe LCI method applied is in compliance with ISO 14040 and 14044. The documentation includes all relevant information in view of the data quality and scope of the application of the respective LCI result / data set. The dataset represents the state-of-the-art in view of the referenced functional unit.thinkstepIABP-GaBiOverall quality according to different validation schemes
GaBi = 2,3 interpreted into "good overall quality" in the GaBi quality validation scheme
ILCD = 2,6 interpreted into "basic overall quality" in the ILCD quality validation scheme
PEF = 2,3 interpreted into "good overall quality" in the PEF quality validation schemeThe dataset and systems, which are provided with our software and databases for public use into a broad user community, are constantly used, compared, benchmarked, screened, reviewed and results published in various external, professional and third party LCA applications in industry, academia and politics. So user feedback via the online GaBi forum or direct via user information is a standard routine in the maintenance and update process and leads to stable quality and constant control and improvement of data, if knowledge or technology improves or industrial process chains develop or change.GaBi user forumGaBi bug forumGaBi user communityGaBi conformity systemFully compliantFully compliantFully compliantFully compliantFully compliantNot definedUNEP SETAC Life Cycle InitiativeNot definedNot definedNot definedNot definedNot definedNot definedILCD Data Network - Entry-levelNot definedFully compliantFully compliantNot definedFully compliantNot definedthinkstepThis background LCI data set can be used for any types of LCA studies.thinkstep2020-01-01T00:00:00.000ILCD format 1.1thinkstepNo official approval by producer or operator2020-01-01T00:00:00.00000.00.001Data set finalised; entirely publishedGaBi databasesthinksteptrueOtherGaBi (source code, database including extension modules and single data sets, documentation) remains property of thinkstep AG. thinkstep AG delivers GaBi licenses comprising data storage medium and manual as ordered by the customer. The license guarantees the right of use for one installation of GaBi. Further installations using the same license are not permitted. Additional licenses are only valid if the licensee holds at least one main license. Licenses are not transferable and must only be used within the licensee's organisation. Data sets may be copied for internal use. The number of copies is restricted to the number of licenses of the software system GaBi the licensee owns. The right of use is exclusively valid for the licensee. All rights reserved.Rice Bran deoiled cakeOutput1.01.00Mixed primary / secondaryCalculatedvaluable