{
  "dataflow": "OECD.ENV.EPI.DSD_PAT_IND@DF_PAT_IND",
  "dataset_title": "Patents - indicators",
  "dataset_description": "<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><span style=\"font-family: Arial, sans-serif;\">Patent statistics and indicators are suitable for tracking innovation in environment-related technologies. They allow the assessment of countries&apos; innovation performance as well as the design of governments&apos; environmental and innovation policies.</span></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><span style=\"text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: Arial, sans-serif;\">This dataset presents indicators on patents derived from the other patent datasets (international collaborations, technology development and technology diffusion).</span></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><span style=\"font-family: Arial, sans-serif;\">For more information on the methodology, click the link below on &quot;Database documentation&quot;</span></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><strong><span style=\"font-family: Arial, sans-serif;\">Data source(s)</span></strong><span style=\"font-family: Arial, sans-serif;\">:&nbsp;</span><span style=\"font-family: Arial, sans-serif;\">OECD, STI Micro-data Lab: Intellectual Property Database,<span style=\"color: rgb(79, 129, 189);\"> <a href=\"http://oe.cd/ipstats\">http://oe.cd/ipstats</a></span></span></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><strong><span style=\"font-family: Arial, sans-serif;\">Contact</span></strong><span style=\"font-family: Arial, sans-serif;\">:&nbsp;</span><a href=\"mailto:ENV.Stat@oecd.org\"><span style=\"font-family: Arial, sans-serif;\">ENV.Stat@oecd.org</span></a></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><strong><span style=\"font-family: Arial, sans-serif;\">Dataset release date</span></strong><span style=\"font-family: Arial, sans-serif;\">: March 12, 2025</span></p>\n<p style='text-align: justify;color: rgb(24, 32, 38);background-color: rgb(255, 255, 255);font-size: 15px;font-family: \"'><span style='font-size:16px;line-height:115%;font-family:\"Aptos\",sans-serif;'><a href=\"https://stats.oecd.org/wbos/fileview2.aspx?IDFile=2196a270-c1ab-4728-9bbe-90fd1ea840bd\">Database documentation</a></span></p>",
  "fields": {
    "REF_AREA": {
      "type": "dimension",
      "concept": "REF_AREA",
      "label": "Reference area",
      "description": "",
      "codelist": "CL_AREA"
    },
    "FREQ": {
      "type": "dimension",
      "concept": "FREQ",
      "label": "Frequency of observation",
      "description": "",
      "codelist": "CL_FREQ"
    },
    "UNIT_MEASURE": {
      "type": "dimension",
      "concept": "UNIT_MEASURE",
      "label": "Unit of measure",
      "description": "",
      "codelist": "CL_UNIT_MEASURE"
    },
    "TYPE": {
      "type": "dimension",
      "concept": "TYPE",
      "label": "Type of patent counting",
      "description": "",
      "codelist": "CL_TYPE_PAT_IND"
    },
    "TECH": {
      "type": "dimension",
      "concept": "TECH",
      "label": "Technological domain",
      "description": "",
      "codelist": "CL_TECH_PAT"
    },
    "PAT": {
      "type": "dimension",
      "concept": "PAT",
      "label": "Regional patent office",
      "description": "",
      "codelist": "CL_PAT_PAT_DIFF"
    },
    "TIME_PERIOD": {
      "type": "time",
      "label": "Time period",
      "description": "Observation time period"
    },
    "OBS_STATUS": {
      "type": "attribute",
      "concept": "OBS_STATUS",
      "label": "Observation status",
      "description": "",
      "codelist": "CL_OBS_STATUS"
    },
    "UNIT_MULT": {
      "type": "attribute",
      "concept": "UNIT_MULT",
      "label": "Unit multiplier",
      "description": "",
      "codelist": "CL_UNIT_MULT"
    },
    "DECIMALS": {
      "type": "attribute",
      "concept": "DECIMALS",
      "label": "Decimals",
      "description": "",
      "codelist": "CL_DECIMALS"
    },
    "OBS_VALUE": {
      "type": "measure",
      "concept": "OBS_VALUE",
      "label": "Observation value",
      "description": ""
    }
  },
  "codelists": {
    "CL_TYPE_PAT_IND": {
      "DEV": "Development of environment-related technologies",
      "DIFF": "Diffusion of environment-related technologies",
      "COL": "International collaboration in development of environment-related technologies",
      "RENEW": "Development of renewable energy technologies"
    },
    "CL_TECH_PAT": {
      "NA": "Not available",
      "TOT": "All technologies (total patents)",
      "ENV_PAT": "Environment-related technologies",
      "MAN": "Environmental management",
      "CCM": "Climate change mitigation",
      "MAN_AIR": "Air pollution abatement",
      "MAN_AIR_ST": "Emissions abatement from stationary sources (e.g. SOx, NOx, PM emissions from combustion plants)",
      "MAN_AIR_MO": "Emissions abatement from mobile sources (e.g. NOx, CO, HC, PM emissions from motor vehicles)",
      "MAN_AIR_NC": "Air pollution abatement - Not elsewhere classified",
      "MAN_WAT": "Water pollution abatement",
      "MAN_WAT_TR": "Water and wastewater treatment",
      "MAN_WAT_FE": "Fertilizers from wastewater",
      "MAN_WAT_OIL": "Oil spill and pollutant clean-up",
      "MAN_WA": "Waste management",
      "MAN_WA_SO": "Solid waste collection",
      "MAN_WA_MA": "Material recovery, recycling and re-use",
      "MAN_WA_FE": "Fertilizers from waste",
      "MAN_WA_IN": "Incineration and energy recovery",
      "MAN_WA_WA": "Waste management – Not elsewhere classified",
      "MAN_SO": "Soil remediation",
      "MAN_MO": "Environmental monitoring",
      "ENE": "Climate change mitigation technologies related to energy generation, transmission or distribution",
      "WAT_WASTE": "Climate change mitigation technologies related to wastewater treatment or waste management",
      "ICT": "Climate change mitigation in information and communication technologies (ICT)",
      "ENE_RE": "Renewable energy generation",
      "WAT_WASTE_TREAT": "Wastewater treatment",
      "ENE_RE_WI": "Wind energy",
      "ENE_RE_SO": "Solar thermal energy",
      "ENE_RE_PV": "Solar photovoltaic (PV) energy",
      "ENE_RE_SOPV": "Solar thermal-PV hybrids",
      "ENE_RE_GEO": "Geothermal energy",
      "ENE_RE_MA": "Marine energy, e.g. using wave energy or salinity gradient",
      "ENE_RE_HY": "Hydro energy",
      "ENE_FUEL": "Energy generation from fuels of non-fossil origin",
      "WAT_WASTE_WASTE": "Solid waste management",
      "ENE_FUEL_BIO": "Biofuels, e.g. bio-diesel",
      "ENE_FUEL_WA": "Fuel from waste, e.g. synthetic alcohol or diesel",
      "WAT_WASTE_WASTE_TR": "Waste collection, transportation, transfer or storage",
      "WAT_WASTE_WASTE_SEP": "Waste processing or separation",
      "WAT_WASTE_WASTE_FILL": "Landfill technologies aiming to mitigate methane emissions",
      "WAT_WASTE_ORG": "Bio-organic fraction processing; Production of fertilisers from the organic fraction of waste or refuse",
      "WAT_WASTE_REC": "Reuse, recycling or recovery technologies",
      "WAT_WASTE_REC_DIS": "Mechanical processing of waste for the recovery of materials, e.g. crushing, shredding, separation or disassembly",
      "WAT_WASTE_REC_MET": "Waste management of vehicles",
      "WAT_WASTE_REC_CD": "Construction or demolition [C&D] waste",
      "WAT_WASTE_REC_GL": "Glass recycling",
      "WAT_WASTE_REC_PL": "Plastics and rubber recycling",
      "WAT_WASTE_REC_PA": "Paper recycling",
      "WAT_WASTE_REC_FIB": "Disintegrating fibre-containing textile articles to obtain fibres for re-use",
      "WAT_WASTE_REC_FAT": "Recovery of fats, fatty oils, fatty acids or other fatty substances, e.g. lanolin or waxes",
      "WAT_WASTE_REC_WOOD": "Recycling of wood or furniture waste",
      "WAT_WASTE_REC_PACK": "Packaging reuse or recycling, e.g. of multilayer packaging",
      "WAT_WASTE_REC_ELEC": "Recycling of waste of electrical or electronic equipment (WEEE)",
      "WAT_WASTE_REC_BAT": "Recycling of batteries or fuel cells",
      "WAT_WASTE_REC_NUC": "Use of waste materials as fillers for mortars or concrete",
      "ENE_COM": "Combustion technologies with mitigation potential (e.g. using fossil fuels, biomass, waste, etc.)",
      "ENE_NUC": "Nuclear energy",
      "ENE_COM_OUT": "Technologies for improved output efficiency (combined heat and power, combined cycles, etc.)",
      "ENE_NUC_FU": "Nuclear fusion reactors",
      "ENE_COM_INP": "Technologies for improved input efficiency (efficient combustion or heat usage)",
      "ENE_NUC_FI": "Nuclear fission reactors",
      "ENE_TE": "Technologies for an efficient electrical power generation, transmission or distribution",
      "ENE_TE_SU": "Superconducting electric elements or equipment",
      "ENE_TE_SG": "Smart grids as climate change mitigation technology in the energy generation sector",
      "ENE_TE_NC": "Not elsewhere classified",
      "ENE_ENA": "Enabling technologies (technologies with potential or indirect contribution to GHG emission mitigation)",
      "WAT_WASTE_GHG": "Enabling technologies or technologies with a potential or indirect contribution to GHG emissions mitigation",
      "ICT_EE": "Energy efficient computing",
      "ENE_ENA_STO": "Energy storage",
      "ENE_ENA_STO_BA": "Batteries",
      "ENE_ENA_STO_CA": "Capacitors",
      "ENE_ENA_STO_MEC": "Mechanical energy storage, e.g. flywheels or pressurised fluids",
      "ENE_ENA_STO_TH": "Thermal energy storage",
      "ENE_ENA_HY": "Hydrogen technology",
      "ENE_ENA_CE": "Fuel cells",
      "ENE_ENA_HV": "High-voltage direct current transmission",
      "ENE_OTHER": "Other energy conversion or management systems reducing GHG emissions",
      "ICT_CN": "Energy efficiency in communication networks",
      "ENE_NEC": "Not elsewhere classified",
      "WAT_WASTE_NEC": "Not elsewhere classified",
      "ICT_NEC": "Not elsewhere classified",
      "GHG": "Capture, storage, sequestration or disposal of greenhouse gases",
      "GHG_N20": "Capture or disposal of nitrous oxide (N2O)",
      "GHG_CH4": "Capture or disposal of methane (CH4)",
      "GHG_PFC_HFC_SF6": "Capture or disposal of perfluorocarbons (PFC), hydrofluorocarbons (HFC) or sulfur hexafluoride (SF6)",
      "GHG_CO2": "Capture or disposal of carbon dioxide (CO2)",
      "GHG_NEC": "Not elsewhere classified",
      "TRA": "Climate change mitigation technologies related to transportation",
      "TRA_RO": "Road transport",
      "TRA_RO_CO": "Conventional vehicles (based on internal combustion engine)",
      "TRA_RO_HY": "Hybrid vehicles",
      "TRA_RO_EL": "Electric vehicles",
      "TRA_RO_EF": "Fuel efficiency-improving vehicle design (common to all road vehicles)",
      "TRA_RA": "Rail transport",
      "TRA_AIR": "Aeronautics or air transport",
      "TRA_MA": "Maritime or waterways transport",
      "TRA_EN": "Enabling technologies in transport",
      "TRA_EN_EL": "Electric vehicle charging",
      "TRA_EN_CE": "Application of hydrogen technology to transportation, e.g. using fuel cells",
      "TRA_NEC": "Not elsewhere classified",
      "BUILD": "Climate change mitigation technologies related to buildings",
      "BUILD_INT": "Integration of renewable energy sources in buildings",
      "BUILD_ENE": "Energy efficiency in buildings",
      "BUILD_ENE_LIGHT": "Energy efficient lighting",
      "BUILD_ENE_HVAC": "Energy efficient heating, ventilation or air conditioning [HVAC]",
      "BUILD_ENE_LIFT": "Energy efficient elevators, escalators and moving walkways, e.g. energy saving or recuperation technologies",
      "BUILD_ENE_APP": "Energy efficiency in home appliances",
      "BUILD_ENE_END": "End-user side",
      "BUILD_ARC": "Architectural or constructional elements improving the thermal performance of buildings",
      "BUILD_ENA": "Enabling technologies in buildings",
      "BUILD_NEC": "Not elsewhere classified",
      "GOODS": "Climate change mitigation technologies in the production or processing of goods",
      "GOODS_MET": "Technologies related to metal processing",
      "GOODS_MET_GHG": "Reduction of greenhouse gas (GHG) emissions",
      "GOODS_PROC": "Process efficiency",
      "GOODS_CHEM": "Technologies relating to chemical industry",
      "GOODS_CHEM_PROC": "Process efficiency in chemical industry",
      "GOODS_CHEM_FEED": "Feedstock",
      "GOODS_CHEM_GHG": "Reduction of greenhouse gas [GHG] emissions, e.g. CO2",
      "GOODS_CHEM_CHL": "Improvements relating to chlorine production",
      "GOODS_CHEM_ADI": "Improvements relating to adipic acid or caprolactam production",
      "GOODS_CHEM_HCFC_22": "Improvements relating to fluorochloro hydrocarbon, e.g. chlorodifluoromethane [HCFC-22] production",
      "GOODS_CHEM_BULK": "Improvements relating to the production of bulk chemicals",
      "GOODS_OIL": "Technologies relating to oil refining and petrochemical industry",
      "GOODS_OIL_BIO": "Bio-feedstock",
      "GOODS_OIL_ETH": "Ethylene production",
      "GOODS_MIN": "Technologies relating to the processing of minerals",
      "GOODS_MIN_CEM": "Production of cement",
      "GOODS_MIN_LIME": "Production or processing of lime",
      "GOODS_MIN_GLASS": "Glass production",
      "GOODS_MIN_CER": "Production of ceramic materials or ceramic elements",
      "GOODS_AGR": "Technologies relating to agriculture, livestock or agroalimentary industries",
      "GOODS_AGR_RENEW": "Using renewable energies, e.g. solar water pumping",
      "GOODS_AGR_SAVE": "Measures for saving energy, e.g. in green houses",
      "GOODS_AGR_GHG": "Reduction of greenhouse gas [GHG] emissions in agriculture",
      "GOODS_AGR_LAND": "Land use policy measures",
      "GOODS_AGR_AFF": "Afforestation or reforestation",
      "GOODS_AGR_LIVE": "Livestock or poultry management",
      "GOODS_AGR_FISH": "Fishing; Aquaculture; Aquafarming",
      "GOODS_AGR_FOOD": "Food processing, e.g. use of renewable energies or variable speed drives in handling, conveying or stacking",
      "GOODS_PROD": "Technologies in the production process for final industrial or consumer products",
      "GOODS_SEC": "Climate change mitigation technologies for sector-wide applications",
      "GOODS_MIT": "Enabling technologies with a potential contribution to GHG emissions mitigation",
      "GOODS_NEC": "Not elsewhere classified",
      "ADAPT": "Climate change adaptation technologies",
      "ADAPT_COAST": "Adaptation at coastal zones or river basin",
      "ADAPT_COAST_HARD": "Hard structures, e.g. dams, dykes or breakwaters",
      "ADAPT_COAST_DUNE": "Dune restoration or creation; cliff stabilisation",
      "ADAPT_COAST_REEF": "Artificial reefs or seaweed; restoration or protection of coral reefs",
      "ADAPT_COAST_FLOOD": "Flood prevention; flood or storm water management",
      "ADAPT_COAST_CON": "Controlling, monitoring or forecasting",
      "ADAPT_WATRES": "Water resource management",
      "ADAPT_WATRES_DEM": "Demand-side technologies (water conservation)",
      "ADAPT_WATRES_SUP": "Supply-side technologies (water availability)",
      "ADAPT_WATRES_DEM_IN": "Indoor water conservation",
      "ADAPT_WATRES_SUP_DES": "Water desalination",
      "ADAPT_WATRES_DEM_IRR": "Irrigation water conservation",
      "ADAPT_WATRES_SUP_COL": "Water collection (rain, surface and ground-water)",
      "ADAPT_WATRES_SUP_ST": "Water storage and distribution",
      "ADAPT_WATRES_SUP_FIL": "Water filtration; Water and wastewater treatment",
      "ADAPT_WATRES_DEM_THE": "Water conservation in thermoelectric power production",
      "ADAPT_WATRES_SUP_PRO": "Protecting water resources",
      "ADAPT_INF": "Adapting or protecting infrastructure or their operation",
      "ADAPT_INF_EXT": "Extreme weather resilient electric power supply systems",
      "ADAPT_INF_THE": "Structural elements or technology for improving thermal insulation",
      "ADAPT_INF_HVAC": "Relating to heating, ventilation or air conditioning [HVAC] technologies",
      "ADAPT_INF_TR": "In transportation",
      "ADAPT_INF_URB": "Planning or developing urban green infrastructure",
      "ADAPT_AGR": "Adaptation technologies in agriculture, forestry, livestock or agro-alimentary production",
      "ADAPT_AGR_AGR": "In agriculture",
      "ADAPT_AGR_ECO": "Ecological corridors or buffer zones",
      "ADAPT_AGR_FOOD": "In food processing or handling, e.g. food conservation",
      "ADAPT_AGR_LIVE": "In livestock or poultry",
      "ADAPT_AGR_FISH": "In fisheries management",
      "ADAPT_HEALTH": "Adaptation technologies in human health protection, e.g. against extreme weather",
      "ADAPT_HEALTH_AIR": "Air quality improvement or preservation",
      "ADAPT_HEALTH_DIS": "Against vector-borne diseases whose impact is exacerbated by climate change",
      "ADAPT_IND": "Technologies having an indirect contribution to adaptation to climate change",
      "ADAPT_NEC": "Not elsewhere classified",
      "ADAPT_IND_ICT": "Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation",
      "ADAPT_IND_WAT": "Assessment of water resources",
      "ADAPT_IND_SPEC": "Monitoring or fighting invasive species",
      "OCEAN": "Sustainable ocean economy",
      "OCEAN_REN": "Ocean renewable energy generation",
      "OCEAN_POL": "Ocean pollution abatement",
      "OCEAN_TR": "Climate change mitigation in maritime transport",
      "OCEAN_FISH": "Climate change mitigation and adaptation in fishing, aquaculture and aquafarming",
      "OCEAN_DES": "Desalination of sea water",
      "OCEAN_COAST": "Climate change adaptation in coastal zones",
      "OCEAN_REN_WIND": "Offshore wind energy",
      "OCEAN_REN_SOLAR": "Offshore solar energy",
      "OCEAN_REN_TIDE": "Tide, wave, current and other marine energy",
      "OCEAN_POL_BAL": "Ballast water treatment",
      "OCEAN_POL_OIL": "Oil spill (and other floating debris) prevention and cleanup",
      "OCEAN_TR_VES": "Improved vessel design",
      "OCEAN_TR_FUEL": "Fuel-efficient propulsion or fuel substitution",
      "FOSSIL": "Fossil fuel technologies",
      "UPSTREAM": "Upstream technologies",
      "PROC_DOWN": "Processing and downstream technologies",
      "TRA_DIS": "Transmission and distribution technologies",
      "CONV": "Conventional oil and gas exploratation and extraction",
      "UNCOV": "Unconventional oil and gas exploration and extraction",
      "COAL": "Coal and solid fuels exploration and mining",
      "OIL_REF": "Oil refining",
      "GAS_CON": "Gas conditioning",
      "SOL_CON": "Solid Fuel conditioning",
      "COAL_GAS": "Coal to Gas",
      "TO_LIQ": "Coal to Liquids and gas to liquids",
      "HYDR": "Hydrogen fuel production",
      "PIPES": "Gas fuel pipelines",
      "SHIP_FUEL": "Liquid fuel tanker shipping",
      "SHIP_GAS": "Liquified gaseous fuel shipping",
      "SHIP_GAS_C": "Compressed gaseous fuel shipping",
      "SHIP_SOL": "Solid fuel shipping",
      "ROAD_LIQ": "Road tanker liquid fuels transport",
      "ROAD_GAS": "Road tanker gaseous fuels transport",
      "RAIL_LIQ": "Rail tanker liquid fuels transport",
      "RAIL_GAS": "Rail tanker gaseous fuels transport",
      "RAIL_SOL": "Rail solid fuels transport",
      "UND_LIQ": "Underground liquid fuels storage",
      "UND_GAS": "Underground gaseous fuel storage",
      "TANK_LIQ": "Stationary tank storage for liquids",
      "TANK_GAS": "Stationary tank storage for gases",
      "STORE_SOL": "Solid fuel storage",
      "LIQ_DIS": "Liquid fuel distribution (gas stations)",
      "GAS_DIS": "Gaseous fuel distribution",
      "PIPES_LIQ": "Liquid fuel pipelines"
    },
    "CL_PAT_PAT_DIFF": {
      "WIPO": "International Bureau of the World Intellectual Property Organization",
      "OAPI": "African Intellectual Property Organization",
      "EAPO": "Eurasian Patent Organization",
      "ARIPO": "African Regional Industrial Property Organisation",
      "EPO": "European Patent Office",
      "GCC": "Patent Office of the Cooperation Council for the Arab States of the Gulf",
      "PCT": "Patent Cooperation Treaty",
      "_Z": "Not applicable"
    }
  }
}