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balance_outputs.csvMớiResults of the QNT balance model for 2025 to 2050 by scenario: demand (macro input), production, feed, soybean meal, maize, fishmeal, land abroad and the alternative-protein volumes in S-ALT. Our estimates, not forecasts. Regenerate with tools/balance_model.py.1.150 dòng · 11 cột companies.csvCompany and actor directory (wave 1 ecosystem map plus wave 2 verification and new rows). Wave 2 changes are logged in change_log, not silently overwritten.97 dòng · 24 cột disagreements.csvRegister of conflicting numbers and claims found by the research agents, with the position taken (feeds Appendix R).170 dòng · 7 cột facilities.csvIndustrial facilities in Vietnam that alternative-protein ventures could use or learn from (fermentation, starch, breweries, feed and aquafeed mills, soy, biologics, parks, labs). Wave 2 changes are logged in change_log.82 dòng · 20 cột frontier_windows.csvMớiWhen frontier windows could open for Vietnam, by route: start and end years, status in 2026, condition to open, related plays (our estimate; chapter 16). (Synthesis file, built by the lead author.)11 dòng · 12 cột open_questions.csvRegister of open questions from all research notes, with the cheapest way to close each; near-duplicates merged and both origins cited.155 dòng · 11 cột play_robustness.csvMớiStress test of the 16 plays of chapter 11 against the four 2050 scenarios: scores 0 to 2 per scenario, minimum, sum, class and reason (our judgement). (Synthesis file, built by the lead author.)16 dòng · 12 cột policy_options.csvPolicy options: wave 1 list plus the wave 2 ranked list, with origin and cross-links between related options.33 dòng · 18 cột retail_audit_skus.csvCleaned and classified SKU records from the retail field audit (Nha Trang 6 Sep 2026; Ho Chi Minh City 16 and 20 Sep 2026; 186 SKUs, 11 stores), source FORM-01.186 dòng · 46 cột robust_moves.csvMớiThe 21 candidate moves of chapter 20 (no-regret, option, bet, hedge) with what each involves, lead actors, start date, cost scale, scenarios where it pays off, trigger and evidence. (Synthesis file, built by the lead author.)21 dòng · 18 cột routes.csvRoute-to-market table by product type (food and feed), rebuilt from the wave 2 updated table, plus wave 1 rows for product types not in it.17 dòng · 17 cột scenarios_2050.csvMớiThe four 2050 scenarios of chapter 18 (two axes: import stress and Asia's fermentation market), with picture, indicative soybean-meal and microbial-protein ranges, hubs, link to the 2035 scenarios and signposts (our estimate). (Synthesis file, built by the lead author.)4 dòng · 19 cột signposts_2050.csvMớiThe 16 signposts for the 2050 scenario axes and wildcards, with thresholds, where to watch, status in September 2026 and the scenarios each favours. (Synthesis file, built by the lead author.)16 dòng · 10 cột sources.csvMaster source list. Every citation ID used in the report resolves to a row here.1.275 dòng · 14 cột vision_milestones.csvMớiThe 22 normative milestones of the Vietnam 2050 vision (chapter 19), by five-year plan period and pillar, with indicator, value or range, trend comparison and the benchmark that makes each plausible. A vision, not a forecast. (Synthesis file, built by the lead author.)22 dòng · 12 cột

Dữ liệu ấn bản 1.0

Tệp	Số dòng	Mục đích	CSV
`approvals.csv`	33	Novel food approvals in the region and reference markets (Singapore, US, Australia and New Zealand, Thailand, Korea, China and others), one row per approval.	↓
`biblio_counts.csv`	42	Wave 2 bibliometric counts of publications by topic and country (OpenAIRE, 2015 to September 2026), with the exact query URL.	↓
`biblio_trend_vn.csv`	132	Wave 2 yearly counts of Vietnam-tagged publications by topic (OpenAIRE).	↓
`brands.csv`	53	Brands found in the retail field audit, with owner, manufacturer, plant location and main protein inputs.	↓
`commodity_prices.csv`	38	Wave 1 commodity prices (feed commodities, protein ingredients, carbon and nitrogen inputs, retail protein prices).	↓
`companies.csv`	97	Company and actor directory (wave 1 ecosystem map plus wave 2 verification and new rows). Wave 2 changes are logged in change_log, not silently overwritten.	↓
`cost_inputs.csv`	61	Vietnamese production cost inputs (electricity, water, heat, labour, land, taxes, logistics) used for the economics chapter.	↓
`countries.csv`	11	Country comparison of novel food frameworks, approvals, public funding and open facilities (regional position).	↓
`deals.csv`	19	Deal log: investments and acquisitions relevant to alternative protein and agrifood tech in or linked to Vietnam.	↓
`disagreements.csv`	170	Register of conflicting numbers and claims found by the research agents, with the position taken (feeds Appendix R).	↓
`engineering_suppliers.csv`	9	Engineering contractors and equipment vendors with a Vietnam presence relevant to fermentation and food processing.	↓
`facilities.csv`	82	Industrial facilities in Vietnam that alternative-protein ventures could use or learn from (fermentation, starch, breweries, feed and aquafeed mills, soy, biologics, parks, labs). Wave 2 changes are logged in change_log.	↓
`facilities_regional.csv`	16	Pilot and contract manufacturing facilities in the region that are open (or not) to third parties.	↓
`feed_benchmarks.csv`	31	Wave 2 feed protein price and capacity benchmarks, including price per tonne of protein.	↓
`feed_imports.csv`	24	Vietnam feed ingredient imports by commodity and year (volume, value, origins).	↓
`feedstock_prices.csv`	32	Prices of feedstocks and side streams (cassava, rice by-products, molasses, brewer's spent grain and others) by market and date.	↓
`feedstocks.csv`	29	Feedstock and side-stream data sheets: annual volume, regions, current use, price, protein and moisture content.	↓
`fermentation_volume_estimate.csv`	7	Derived estimate of installed industrial fermentation vessel volume in Vietnam by segment (our calculation from capacity and productivity assumptions).	↓
`funding_programs.csv`	20	Grants, prizes and funding programmes open to Vietnamese applicants for alternative protein and related research.	↓
`glossary.csv`	172	Bilingual glossary (English and Vietnamese) with definitions in both languages (feeds Appendix S).	↓
`inclusion_rates.csv`	12	Typical inclusion rates of fishmeal and other protein ingredients in feed by species.	↓
`ingredient_suppliers.csv`	22	Suppliers and importers of protein ingredients used by Vietnamese alt-protein and do chay makers.	↓
`institutions.csv`	31	Research institutions and university units relevant to alternative protein in Vietnam.	↓
`instruments.csv`	66	Regulatory instrument register (laws, decrees, circulars, decisions, resolutions, foreign reference rules). Wave 2 corrections supersede wave 1 and are logged in change_log.	↓
`investors.csv`	30	Investors (VC, PE, DFI, corporate, philanthropy) with a thesis or track record relevant to Vietnam and alternative protein.	↓
`macro_indicators.csv`	87	Macro indicators for the protein economy: production, consumption, feed output, trade, environment and context.	↓
`milestones.csv`	30	Dated milestones 2025 to 2035 (laws, strategies, targets, reforms) in Vietnam and reference jurisdictions.	↓
`ministries.csv`	6	Vietnamese ministries after the 2025 restructuring, their predecessors and roles relevant to alternative protein.	↓
`open_questions.csv`	155	Register of open questions from all research notes, with the cheapest way to close each; near-duplicates merged and both origins cited.	↓
`outlook.csv`	75	Outlook numbers for 2030 and 2035 (population, demand, feed, prices, targets) with source and type.	↓
`pilot_labs.csv`	32	Pilot plants, testing laboratories, feed trial facilities, hi-tech parks and university facilities that founders can use.	↓
`play_criteria.csv`	7	Definitions of the seven scoring criteria for plays.	↓
`play_weight_presets.csv`	7	Weight presets per audience for re-ranking plays.	↓
`plays.csv`	16	Ten plays and six public goods (chapter 11), with scores on seven criteria.	↓
`policy_options.csv`	33	Policy options: wave 1 list plus the wave 2 ranked list, with origin and cross-links between related options.	↓
`provinces.csv`	34	The 34 provincial-level units after the 1 July 2025 merger (Resolution 202/2025/QH15) with their former units. Used to normalise locations.	↓
`publications.csv`	103	Vietnam-affiliated publications relevant to alternative protein (wave 1 screened list plus wave 2 top-cited papers), deduplicated on DOI.	↓
`replacement_trials.csv`	20	Feed trials of novel protein ingredients: the maximum replacement of fishmeal or soybean meal without loss of performance.	↓
`research_funding.csv`	16	Research funding programmes (national and international) relevant to alternative protein research in Vietnam.	↓
`retail_audit_skus.csv`	186	Cleaned and classified SKU records from the retail field audit (Nha Trang 6 Sep 2026; Ho Chi Minh City 16 and 20 Sep 2026; 186 SKUs, 11 stores), source FORM-01.	↓
`retail_audit_summary_archetypes.csv`	16	Retail audit summary by formulation archetype: SKU and product counts, protein content (g per 100 g) and price per 100 g of protein (VND).	↓
`retail_audit_summary_price_per_100g_by_type.csv`	12	Retail audit summary: price per 100 g or 100 ml (VND) by product type.	↓
`retail_audit_summary_price_per_protein_by_type.csv`	11	Retail audit summary: median price per 100 g and per 100 g of protein (VND) by product type.	↓
`retail_audit_summary_primary_protein_family_by_type.csv`	16	Retail audit summary: count of SKUs by primary protein family (rows) and product type (columns).	↓
`retail_audit_summary_protein_by_type.csv`	13	Retail audit summary: protein content (g per 100 g or 100 ml) by product type and as-sold form.	↓
`routes.csv`	17	Route-to-market table by product type (food and feed), rebuilt from the wave 2 updated table, plus wave 1 rows for product types not in it.	↓
`science_facts.csv`	43	State-of-the-science facts by technology family (titres, costs, safety, nutrition, productivity) with DOI and full-text status.	↓
`sources.csv`	1.275	Master source list. Every citation ID used in the report resolves to a row here.	↓
`talent.csv`	11	University admission quotas for food technology, biotechnology and aquaculture programmes (talent pipeline).	↓
`tariffs.csv`	10	Vietnam import tariffs (MFN, ATIGA, ACFTA) for feed and food protein inputs by HS code.	↓
`tea_benchmarks.csv`	25	Techno-economic benchmarks from the literature by process (production cost, capex, scale) with cost-basis year.	↓
`timeline.csv`	48	Timeline of events in Vietnamese alternative protein (companies, research, policy, investment).	↓
`trade_flows.csv`	12	Trade flows Vietnam depends on or supplies (protein ingredients, cassava, starch) with partners.	↓

Dữ liệu về tương lai (ấn bản 1.1) Mới trong ấn bản 1.1

Tệp	Số dòng	Mục đích	CSV
`ai_biodesign_evidence.csv`	21	Evidence register for AI and automation in protein, strain and media design: measured results separated from claims.	↓
`approvals_trend.csv`	44	Approvals and regulatory events for novel proteins, 2024 to 2026, extending edition 1.0 approvals.csv.	↓
`aquaculture_projections.csv`	44	Vietnam aquaculture output, targets and projections by species group to 2050 (official statistics and targets, OECD-FAO, our estimates).	↓
`balance_assumptions.csv`	238	Inputs to the QNT protein and feed balance model (tools/balance_model.py): every parameter by scenario and year, including the sensitivity cases.	↓
`balance_outputs.csv`	1.150	Results of the QNT balance model for 2025 to 2050 by scenario: demand (macro input), production, feed, soybean meal, maize, fishmeal, land abroad and the alternative-protein volumes in S-ALT. Our estimates, not forecasts. Regenerate with tools/balance_model.py.	↓
`balance_published_projections.csv`	86	Published projections and official targets used to check the QNT balance model (OECD-FAO, USDA, national strategies).	↓
`balance_sensitivity.csv`	13	Tornado table from the QNT model: change in 2050 soybean-meal and maize import need when one assumption (or a paired set) is varied, all else at S-BASE, plus an S-ALT comparison row. Regenerate with tools/balance_model.py.	↓
`biblio_trends_frontier.csv`	325	OpenAlex publication counts by frontier topic, country and year, with the query used (HSC-01).	↓
`bioeconomy_strategies.csv`	24	National bioeconomy and biotechnology strategies with 2030 to 2050 horizons and their targets relevant to protein or biomanufacturing.	↓
`candidate_hubs.csv`	6	Candidate hubs where a protein bioeconomy could cluster by 2040, with assets, missing pieces, fitting plays, horizon and signposts (our estimate).	↓
`carbon_cost_per_protein.csv`	14	Carbon cost that a carbon price of USD 25, 50 or 100 per t CO2e would add per tonne of protein input (soybean meal, fishmeal, cassava products and microbial protein).	↓
`carbon_price_paths.csv`	19	Carbon prices and price paths (actual, target, projection) in Vietnam, the region and reference markets.	↓
`climate_impacts_2050.csv`	34	Climate and environment projections that affect Vietnam's protein supply (warming, sea level, subsidence, salinity, heat stress, crop and fishery impacts) by scenario and horizon.	↓
`co2_point_sources_vn.csv`	18	Large CO2 point sources in Vietnam (steel, ammonia and urea, cement, refineries, gas processing, ethanol, brewing, biogas, storage) with volume and gas purity, as possible carbon feedstock.	↓
`emissions_targets.csv`	19	Vietnam's greenhouse gas and methane targets for the economy, agriculture, livestock and energy, with legal status.	↓
`external_forecasts.csv`	22	Published external forecasts and forecasting questions on alternative protein (expert panels, crowd forecasts, consultancies), for comparison with our scenarios.	↓
`feedstock_futures.csv`	17	Next-generation feedstocks and side streams (rice straw, bagasse, cassava residues, wastewater, one-carbon routes): volumes to 2050, sugar-equivalent yield, cost, readiness and competing uses.	↓
`foresight_methods.csv`	18	Food-system foresight exercises elsewhere and the methods they used (scenarios, backcasting, signposts), with lessons for a Vietnam 2050 vision.	↓
`frontier_bio_tech.csv`	14	Bio-design frontier (AI bio-design, precision fermentation, cultivated meat, molecular farming, cell-free synthesis, biomass fermentation): readiness in 2026, trajectories to 2050, Vietnam fit and when a window opens.	↓
`frontier_gas_tech.csv`	10	Gas and electro-fermentation routes (hydrogen-oxidising bacteria, methanotrophs, gas fermentation of industrial off-gas, electro-microbial routes): readiness, plant scale, resource use, cost paths to 2050 and the conditions for a Vietnam window.	↓
`frontier_windows.csv`	11	When frontier windows could open for Vietnam, by route: start and end years, status in 2026, condition to open, related plays (our estimate; chapter 16). (Synthesis file, built by the lead author.)	↓
`hub_layers.csv`	92	Spatial layers for a 2040 protein bioeconomy (energy, hydrogen, CO2, bio zones, carbohydrate, residues, buyers, research) by current and former province.	↓
`land_protein_yields.csv`	15	Protein yield per hectare of crops and systems (soybean, maize, duckweed, napier grass and others), a land benchmark for protein substitutes.	↓
`learning_rates.csv`	21	Empirical learning rates in fermentation and analogue industries, and our ranges for alternative protein in Vietnam.	↓
`macro_drivers_2050.csv`	92	Macro drivers to 2050: demography, income, trade, energy and workforce indicators, with the source model or scenario.	↓
`marine_ingredients_2050.csv`	39	Fishmeal, fish oil and other marine-ingredient supply and demand, global and Vietnam, to 2050.	↓
`national_targets_2050.csv`	98	Vietnamese official targets and plans with 2030 to 2050 horizons relevant to protein supply, one row per target, with a Vietnamese quote and status.	↓
`play_robustness.csv`	16	Stress test of the 16 plays of chapter 11 against the four 2050 scenarios: scores 0 to 2 per scenario, minimum, sum, class and reason (our judgement). (Synthesis file, built by the lead author.)	↓
`protein_crops_vn.csv`	29	Protein crops in Vietnam (soybean, maize and others): area, yield, output, imports and projections.	↓
`protein_strategies_benchmark.csv`	23	National protein-transition and feed-protein strategies elsewhere, with targets, funding, results so far and lessons, as benchmarks for a Vietnam 2050 vision.	↓
`robust_moves.csv`	21	The 21 candidate moves of chapter 20 (no-regret, option, bet, hedge) with what each involves, lead actors, start date, cost scale, scenarios where it pays off, trigger and evidence. (Synthesis file, built by the lead author.)	↓
`scenarios_2050.csv`	4	The four 2050 scenarios of chapter 18 (two axes: import stress and Asia's fermentation market), with picture, indicative soybean-meal and microbial-protein ranges, hubs, link to the 2035 scenarios and signposts (our estimate). (Synthesis file, built by the lead author.)	↓
`shock_register.csv`	17	Register of past shocks to protein supply (animal disease, pandemics, trade and conflict, climate) with magnitude and how they reached supply.	↓
`signals_register.csv`	43	Register of signals, 2024 to 2026 (science, plants, start-ups, policy, patents, finance, shocks), with direction, strength and relevance to Vietnam.	↓
`signposts_2050.csv`	16	The 16 signposts for the 2050 scenario axes and wildcards, with thresholds, where to watch, status in September 2026 and the scenarios each favours. (Synthesis file, built by the lead author.)	↓
`vision_milestones.csv`	22	The 22 normative milestones of the Vietnam 2050 vision (chapter 19), by five-year plan period and pillar, with indicator, value or range, trend comparison and the benchmark that makes each plausible. A vision, not a forecast. (Synthesis file, built by the lead author.)	↓
`vn_energy_inputs_2050.csv`	50	Vietnam energy and input indicators to 2050 that decide gas-fermentation economics: grid emission factor, power prices, renewable and hydrogen targets, electrolyser and hydrogen costs.	↓
`vn_research_profile.csv`	53	Vietnam research profile from OpenAlex: raw and screened counts, institutions, partner countries and intensity, with queries (HSC-01).	↓
`wildcards.csv`	26	Wildcards: low-probability, high-impact events with impact channel, direction for alternative protein in Vietnam, horizon and signposts.	↓

Số liệu biểu đồ

Tệp	Số dòng	CSV
`animal_protein_output_2025.csv`	6	↓
`capability_matrix.csv`	13	↓
`capex_per_tonne.csv`	5	↓
`cassava_trade.csv`	5	↓
`cost_paths_2050.csv`	12	↓
`cost_stack_fungal.csv`	11	↓
`drivers_matrix_2050.csv`	17	↓
`feed_import_dependence.csv`	6	↓
`feedstock_volumes.csv`	11	↓
`fishmeal_price_series.csv`	11	↓
`global_altprotein_investment.csv`	6	↓
`hawkwood_scores.csv`	63	↓
`price_to_beat.csv`	4	↓
`research_benchmark.csv`	15	↓
`robust_moves_matrix.csv`	21	↓
`sbm_scenarios_2050.csv`	20	↓
`sbm_tornado_2050.csv`	9	↓
`scenarios.csv`	3	↓
`scenarios_2050_matrix.csv`	4	↓
`technology_fit.csv`	11	↓
`vn_vc_agritech.csv`	3	↓