# Agronaut RAG corpus — web sources. # # Format: CATEGORY|URL|LABEL|LICENCE # LABEL is what the operator sees in a "[source: ...]" citation, so it must name the real work. # LICENCE records the terms the text is published under; Agronaut is a Digital Public Good, so # only openly licensed material may be indexed. # # Vet a proposed source BEFORE adding it here — it is checked for reachability, substance, topic # drift and licence in one pass: # python -m scripts.corpus_report --candidate "" --label "" # # Audit everything currently declared: # python -m scripts.corpus_report # The canonical open-access book of the field: 619 pages, 24 chapters, the source behind # many of aqua_model's cited coefficients (docs/twin_parameter_dossier.md reads it directly). # CC BY 4.0 CONFIRMED from the book's own copyright page (ISBN 978-3-030-15943-6, # DOI 10.1007/978-3-030-15943-6, "Open Access ... Creative Commons Attribution 4.0"). # Publisher PDF verified on 2026-10-20 (same DOI, eBook ISBN and CC BY 4.0 notice). # The previously indexed OAPEN mirror now returns HTTP 403. # NOTE: this roughly triples the corpus (1354 -> ~3900 chunks). rag.py's own doctrine says # the hybrid-retrieval weighting sweep must be RE-RUN after substantial corpus growth — # see docs/dpg/retrieval_eval — before trusting hybrid to still beat dense-only. BOOK|https://link.springer.com/content/pdf/10.1007/978-3-030-15943-6.pdf|Goddek, Joyce, Kotzen & Burnell eds. (2019), Aquaponics Food Production Systems, Springer Open|CC BY 4.0 REVIEW|https://doi.org/10.1007/S10462-024-11003-X|Applications, technologies, and evaluation methods in smart aquaponics: a systematic literature review (Artif Intell Rev, 2024)|CC BY 4.0 SURVEY|https://doi.org/10.1371/journal.pone.0102662|Love et al. (2014), An International Survey of Aquaponics Practitioners, PLOS ONE|CC BY 4.0 # --------------------------------------------------------------------------------------------- # REFERENCES — real citations, NOT indexed (measured: each contributes 0 retrievable chunks). # # Kept here so the bibliographic record survives, removed from the index so they stop costing a # network fetch per cold start while presenting as citation depth. Verified with corpus_report: # the MDPI entries return HTTP 403 (their "Access Denied" body was previously being indexed as a # citable passage), the rest resolve to JavaScript redirect shims of ~11 characters. # # Paywalled — publisher blocks automated retrieval (HTTP 403): # https://doi.org/10.3390/SU7044199 # https://doi.org/10.3390/w8100468 # https://doi.org/10.3390/w9030182 # # Paywalled — resolve to a redirect shim with no extractable text: # https://doi.org/10.1016/J.COMPAG.2022.106785 # https://doi.org/10.1016/j.aquaculture.2014.09.023 # https://doi.org/10.1016/j.biortech.2015.01.013 # https://doi.org/10.1016/j.egypro.2017.12.694 # https://doi.org/10.1016/j.jclepro.2018.01.037 # https://doi.org/10.1016/j.jclepro.2019.04.290 # https://doi.org/10.1109/ACCESS.2019.2953491 # https://doi.org/10.1109/ICMI60790.2024.10586162 # https://doi.org/10.4081/ija.2017.1012 # # --------------------------------------------------------------------------------------------- # FAO 589 — the canonical small-scale aquaponics reference. # # LICENCE NOTE. Published 2014, before FAO adopted Creative Commons (their CC policy applies to # material from ~Nov 2019 onward). Its grant reads: "FAO encourages the use, reproduction and # dissemination of material in this information product ... for private study, research and # teaching, or for use in non-commercial products or services, provided that appropriate # acknowledgement of FAO as the source and copyright holder is given." That is functionally # equivalent to CC BY-NC, which the DPG Alliance accepts (it prefers CC BY / CC BY-SA / CC0 but # does not require them). Note the asymmetry this creates and keep it explicit: Agronaut's CODE is # MIT, while this part of its knowledge corpus is non-commercial-only. See docs/dpg/CORPUS.md. FAO|https://openknowledge.fao.org/server/api/core/bitstreams/2ca21047-390f-42cd-bd1d-0c2ebc9c1df2/content|FAO 589 Small-scale aquaponic food production (Somerville et al., 2014)|FAO permissive (educational/non-commercial, attribution)