interview_date
(
nullable: true, editable: true, defaultValue: null, precision: 1, length: 29, alias: Date of Interview, type: esriFieldTypeDate
)
tea_products
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Type of Tea Products, type: esriFieldTypeString
)
value_added_products
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What type of value-added tea-based products do you produce?, type: esriFieldTypeString
)
non_tea_products
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What types of Non-Tea Products do you produce?, type: esriFieldTypeString
)
energy_sources
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What are the main energy sources used at this factory?, type: esriFieldTypeString
)
energy_processes
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What are the major uses of energy in your factory? (select all that apply), type: esriFieldTypeString
)
steam_generation_energy_type
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Steam generation – Type of Energy Used, type: esriFieldTypeString
)
energy_cost_share
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What is the average cost of energy as a proportion of total production costs?, type: esriFieldTypeString
, Coded Values:
[lt_10: <10%]
, [10_20: 10–20%]
, [21_30: 21–30%]
, ...1 more...
)
fuelwood_sources
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What are your primary sources of fuelwood?, type: esriFieldTypeString
)
avg_cost_per_ton_firewood
(
nullable: true, editable: true, defaultValue: null, alias: What is the average cost per ton of firewood? (KES), type: esriFieldTypeDouble
)
tree_species_used
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What tree species are predominantly used?, type: esriFieldTypeString
)
seasoning_duration_fw
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What is the seasoning (drying) duration of your fuelwood before use?, type: esriFieldTypeString
, Coded Values:
[lt_3_months: <3 months]
, [3_6_months: 3–6 months]
, [gt_6_months: >6 months]
, ...1 more...
)
avg_moisture_content
(
nullable: true, editable: true, defaultValue: null, alias: What is the average moisture content of your fuelwood? (%), type: esriFieldTypeDouble
)
wood_req_intro
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What is the average wood requirement per kg of made tea (type)? (kg wood / kg made tea), type: esriFieldTypeString
)
black_tea_ctc_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Black Tea – CTC – kg wood / kg made tea, type: esriFieldTypeDouble
)
black_tea_orthodox_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Black Tea – Orthodox – kg wood / kg made tea, type: esriFieldTypeDouble
)
green_tea_ctc_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Green Tea – CTC – kg wood / kg made tea, type: esriFieldTypeDouble
)
green_tea_orthodox_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Green Tea – Orthodox – kg wood / kg made tea, type: esriFieldTypeDouble
)
purple_tea_ctc_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Purple Tea – CTC – kg wood / kg made tea, type: esriFieldTypeDouble
)
purple_tea_orthodox_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Purple Tea – Orthodox – kg wood / kg made tea, type: esriFieldTypeDouble
)
white_tea_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: White Tea – kg wood / kg made tea, type: esriFieldTypeDouble
)
silver_needles_tea_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Silver Needles Tea – kg wood / kg made tea, type: esriFieldTypeDouble
)
oolong_tea_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Oolong Tea – kg wood / kg made tea, type: esriFieldTypeDouble
)
yellow_tea_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Yellow Tea – kg wood / kg made tea, type: esriFieldTypeDouble
)
puerh_tea_wood_req
(
nullable: true, editable: true, defaultValue: null, alias: Puerh Tea – kg wood / kg made tea, type: esriFieldTypeDouble
)
has_energy_audit
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Have you conducted any energy audits related to wood fuel use?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
emo_desc
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Select and briefly describe the Energy Management Opportunities as per the audit findings, type: esriFieldTypeString
)
fuelwood_community_effects
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: How does fuelwood sourcing affect local communities?, type: esriFieldTypeString
)
has_tree_planting_csr
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Has the factory implemented any tree planting or reforestation programs for corporate social responsibility?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
tree_planting_acreage
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If yes, state acreage, type: esriFieldTypeString
)
has_wood_sustainability_plan
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Do you have sustainability plans for wood supply for your factory?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
wood_sustainability_strategy
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If yes, state the strategy, type: esriFieldTypeString
)
env_social_impacts
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What are the noticeable environmental and social impacts linked to your energy use (e.g., air pollution, deforestation, soil erosion, road degradation, microclimate, improved income)?, type: esriFieldTypeString
)
approx_carbon_footprint
(
nullable: true, editable: true, defaultValue: null, alias: Approximate carbon footprint estimate (tCO₂eq / kg made tea or per year), type: esriFieldTypeDouble
)
equip_intro
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: List main energy-consuming equipment used in tea processing. Fuel Type options are limited to energy sources selected in Section B Question 1., type: esriFieldTypeString
)
explored_alternatives
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Have you explored any alternative fuels or technologies for your factory?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
explored_alt_types
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If yes, specify in order of priority (select all that apply), type: esriFieldTypeString
)
adopted_alternatives
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Have you adopted any alternative fuels or technologies?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
adopted_alt_types
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If yes, specify (select all that apply), type: esriFieldTypeString
)
adoption_factors
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What were the main factors that influenced the adoption of alternative fuels and technologies?, type: esriFieldTypeString
)
adoption_challenges
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What were the main challenges in adopting alternatives?, type: esriFieldTypeString
)
energy_mgmt_practices
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What energy management practices are currently in place?, type: esriFieldTypeString
)
support_needed
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What support or incentives would encourage the adoption of cleaner technologies?, type: esriFieldTypeString
)
energy_reduction_target
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Based on your experience, what targets for energy reduction would be realistic over the next 3–5 years?, type: esriFieldTypeString
, Coded Values:
[lt_10: <10%]
, [10_25: 10–25%]
, [26_50: 26–50%]
, ...1 more...
)
energy_monitoring_system
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Does the factory have a system for recording and reporting energy use?, type: esriFieldTypeString
, Coded Values:
[manual_logs: Manual logs]
, [digital_system: Digital system]
, [none: None]
)
energy_manager_name
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Who is responsible for energy management in your factory? – Name, type: esriFieldTypeString
)
energy_manager_position
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Who is responsible for energy management in your factory? – Position, type: esriFieldTypeString
)
willing_long_term_monitoring
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Would the factory be willing to participate in a long-term monitoring program for energy use and emissions?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
energy_challenges
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: In your opinion, what are the most pressing energy challenges your factory faces?, type: esriFieldTypeString
)
efficiency_recommendations
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What recommendations would you make for improving energy efficiency and sustainability in the tea industry?, type: esriFieldTypeString
)
s2_total_land
(
nullable: true, editable: true, defaultValue: null, alias: Total land holding (hectares or acres), type: esriFieldTypeDouble
)
s2_area_tea
(
nullable: true, editable: true, defaultValue: null, alias: Area under tea (acres), type: esriFieldTypeDouble
)
s2_area_fuelwood
(
nullable: true, editable: true, defaultValue: null, alias: Area under fuelwood trees (acres), type: esriFieldTypeDouble
)
s2_main_activity
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Main activity, type: esriFieldTypeString
, Coded Values:
[tea_smallholder_only: Tea smallholder farmer only]
, [tea_farmer_firewood: Tea farmer who also sells firewood]
, [dedicated_firewood_supplier: Dedicated firewood supplier (little or no tea)]
, ...1 more...
)
s2_gl_2020
(
nullable: true, editable: true, defaultValue: null, alias: Average green leaf supplied in 2020 (kg), type: esriFieldTypeInteger
)
s2_gl_2021
(
nullable: true, editable: true, defaultValue: null, alias: Average green leaf supplied in 2021 (kg), type: esriFieldTypeInteger
)
s2_gl_2022
(
nullable: true, editable: true, defaultValue: null, alias: Average green leaf supplied in 2022 (kg), type: esriFieldTypeInteger
)
s2_gl_2023
(
nullable: true, editable: true, defaultValue: null, alias: Average green leaf supplied in 2023 (kg), type: esriFieldTypeInteger
)
s2_gl_2024
(
nullable: true, editable: true, defaultValue: null, alias: Average green leaf supplied in 2024 (kg), type: esriFieldTypeInteger
)
s2_house_firewood_use
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Do you use firewood at home for cooking?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_sell_to_factories
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Do you currently grow and sell firewood to tea factories?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_fw_sold_12m
(
nullable: true, editable: true, defaultValue: null, alias: Total firewood sold in the last 12 months (cubic metres), type: esriFieldTypeDouble
)
s2_price_2024
(
nullable: true, editable: true, defaultValue: null, alias: Price received per cubic metre in 2024 (delivered to factory gate), type: esriFieldTypeDouble
)
s2_species_1
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species rank 1 – common or scientific name, type: esriFieldTypeString
)
s2_species_1_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of species rank 1, type: esriFieldTypeDouble
)
s2_species_1_age
(
nullable: true, editable: true, defaultValue: null, alias: Average age at harvest (years) for species rank 1, type: esriFieldTypeInteger
)
s2_species_2
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species rank 2 – common or scientific name, type: esriFieldTypeString
)
s2_species_2_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of species rank 2, type: esriFieldTypeDouble
)
s2_species_2_age
(
nullable: true, editable: true, defaultValue: null, alias: Average age at harvest (years) for species rank 2, type: esriFieldTypeInteger
)
s2_species_3
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species rank 3 – common or scientific name, type: esriFieldTypeString
)
s2_species_3_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of species rank 3, type: esriFieldTypeDouble
)
s2_species_3_age
(
nullable: true, editable: true, defaultValue: null, alias: Average age at harvest (years) for species rank 3, type: esriFieldTypeInteger
)
s2_species_4
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species rank 4 – common or scientific name, type: esriFieldTypeString
)
s2_species_4_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of species rank 4, type: esriFieldTypeDouble
)
s2_species_4_age
(
nullable: true, editable: true, defaultValue: null, alias: Average age at harvest (years) for species rank 4, type: esriFieldTypeInteger
)
s2_species_5
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species rank 5 – common or scientific name, type: esriFieldTypeString
)
s2_species_5_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of species rank 5, type: esriFieldTypeDouble
)
s2_species_5_age
(
nullable: true, editable: true, defaultValue: null, alias: Average age at harvest (years) for species rank 5, type: esriFieldTypeInteger
)
s2_planting_locations
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Where do you plant your fuelwood trees?, type: esriFieldTypeString
)
s2_rotation_years
(
nullable: true, editable: true, defaultValue: null, alias: Rotation / harvesting cycle (years between planting and first major harvest), type: esriFieldTypeInteger
)
s2_dry_wood
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Do you deliberately dry the wood before selling?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_dry_wood_how
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If Yes, describe how you dry the wood, type: esriFieldTypeString
)
s2_people_employed
(
nullable: true, editable: true, defaultValue: null, alias: How many people (including family labour) are employed in your firewood business?, type: esriFieldTypeInteger
)
s2_land_harder
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: In the last 10 years, has it become harder to find land to plant fuelwood trees?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_buyer_preference_reason
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Why do you prefer these buyers?, type: esriFieldTypeString
)
s2_price_trend_5yrs
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: In the last 5 years, how have prices paid by factories changed?, type: esriFieldTypeString
, Coded Values:
[increased_a_lot: Increased a lot]
, [increased_a_little: Increased a little]
, [same: Stayed the same]
, ...1 more...
)
s2_income_difficulty
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If tea factories stopped using firewood, how difficult would it be to earn the same income?, type: esriFieldTypeString
, Coded Values:
[1: 1 - Very Difficult]
, [2: 2 - Somewhat Difficult]
, [3: 3 - Neither Difficult nor Easy]
, ...2 more...
)
s2_willing_more_trees
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Are you willing to plant more trees if tea factories guarantee to buy for 10 years?, type: esriFieldTypeString
, Coded Values:
[yes_definitely: Yes definitely]
, [yes_if_price_good: Yes, if price is good]
, [maybe: Maybe]
, ...1 more...
)
s2_challenges_with_tea
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What challenges have you encountered working with the tea industry in wood supply?, type: esriFieldTypeString
)
s2_challenges_response
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: How have you addressed these challenges?, type: esriFieldTypeString
)
s2_other_species_1
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species 1 used for other uses, type: esriFieldTypeString
)
s2_other_species_1_use
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Main use for tree species 1, type: esriFieldTypeString
)
s2_other_species_1_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of tree species 1, type: esriFieldTypeDouble
)
s2_other_species_2
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species 2 used for other uses (packaging, fencing, building, etc.), type: esriFieldTypeString
)
s2_other_species_2_use
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Main use for tree species 2, type: esriFieldTypeString
)
s2_other_species_2_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of tree species 2, type: esriFieldTypeDouble
)
s2_other_species_3
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Tree species 3 used for other uses (packaging, fencing, building, etc.), type: esriFieldTypeString
)
s2_other_species_3_use
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Main use for tree species 3, type: esriFieldTypeString
)
s2_other_species_3_percent
(
nullable: true, editable: true, defaultValue: null, alias: % contribution of tree species 3, type: esriFieldTypeDouble
)
s2_heard_clean_energy
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Have you heard of tea factories switching to cleaner energy alternatives (briquettes, hydropower, solar, gasification, LPG)?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_which_factories_clean
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: If Yes, which factories?, type: esriFieldTypeString
)
s2_comments_future
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Any other comments about firewood business and the future of tea factories?, type: esriFieldTypeString
)
s2_forest_programmes
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Has the factory or your community implemented any forest conservation programmes?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_seedlings_number
(
nullable: true, editable: true, defaultValue: null, alias: If Yes, number of seedlings planted, type: esriFieldTypeInteger
)
s2_wood_sustainability_plan
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Do you have sustainability plans for wood supply for your factory or business?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_wood_sustainability_desc
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Briefly describe your sustainability plans or reasons for not having any, type: esriFieldTypeString
)
s2_env_social_impacts
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What noticeable environmental and social impacts are linked to your energy use?, type: esriFieldTypeString
)
s2_avg_moisture
(
nullable: true, editable: true, defaultValue: null, alias: Average moisture content of fuelwood at boiler mouth (%), type: esriFieldTypeDouble
)
s2_energy_sources
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What are the main energy sources used?, type: esriFieldTypeString
)
s2_internal_energy_survey
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: Have internal energy surveys been conducted?, type: esriFieldTypeString
, Coded Values:
[yes: Yes]
, [no: No]
)
s2_energy_reduction_targets
(
nullable: true, editable: true, defaultValue: null, length: 255, alias: What realistic targets for energy reduction would be achievable in the next 3–5 years?, type: esriFieldTypeString
)