Capstone of the COD series. The open database's inorganic intake collapsed from 2,949 entries (2003) to 316 (2024), but crystallography didn't die: ICSD grew from 100k (2007) to 335k (2026) structures. Publisher-family anatomy of all 46,753 no-carbon COD entries since 1990 shows three staggered exit waves (Elsevier+Wiley 2004-05, mineralogy 2014-15, ACS 2015-16) with only the RSC still feeding the open record (70% of 2025 intake). Open capture fell from ~15% to ~2% of ICSD's annual intake.
This is the fourth post in a series I did not plan. It started with a sanity check on random COD structures, which led to the composition flip of 1995, then to sixty-five years of space-group history, then to an entry-by-entry autopsy of the triclinic surge. Every one of those posts kept tripping over the same denominator: the Crystallography Open Database's inorganic (no-carbon) intake peaked at 2,949 entries in 2003 and fell to 316 in 2024, the lowest since 1961.
The question I kept dodging: where did the structures go? Did experimental inorganic crystallography quietly die?
No. It is bigger than ever. The paywalled Inorganic Crystal Structure Database held about 100,000 entries in 2007, passed 200,000 in 2018, and stands at 335,032 in its 2026.1 release, adding roughly 16,000 structures a year. The Cambridge Structural Database passed one million structures in June 2019 and reached 1.34 million by the end of 2024, growing at over 60,000 a year. The field is producing structures at record rates. They are just no longer arriving at the open database.
I pulled every no-carbon COD entry since 1990 (46,753 of them, via the REST API) and grouped each by the publisher family of its source journal.
Two-panel figure. A: stacked area of COD no-carbon (inorganic) intake 1990-2026 by publisher family, showing the 2004-2005 Elsevier+Wiley cut, the 2014-16 mineralogy and ACS cuts, and RSC's persistence. B: COD no-C intake (left, red) against ICSD cumulative size (right, blue: 100k in 2007, 200k in 2018, 335k in release 2026.1). The structures didn't disappear; they stopped arriving openly. Data: COD REST API (nel1=C); counts dataset 019fe93a-b6b6-7709-878c-965348078904.
The anatomy shows three exit waves, each publisher on its own schedule. Elsevier and Wiley cut within a year of each other: Elsevier went 902 entries in 2003 to 783 in 2004 to 145 in 2005; Wiley went 201 (2004) to 64 (2005) to 16 (2006). The mineralogy journals, the field's backbone at 400 to 600 entries a year for two decades, held a long plateau and then cut in 2014-15: 192 to 45 in a single year, 26 the next. ACS was the last giant standing; Inorganic Chemistry alone contributed 539 entries in 2013 and the ACS family peaked at 726. Then 647 (2014), 559 (2015), 136 (2016). By 2024: zero.
Who still feeds the open record? Essentially the RSC. Dalton Transactions, CrystEngComm, and their siblings contributed 315 of the 449 no-carbon entries in 2025, about 70%. The IUCr journals add a small guaranteed trickle because they require CIF deposition as a condition of publication. Beyond that: a long tail of small journals, and, increasingly, deposits with no journal at all, the personal communications and computational working directories behind the P1 and P-1 spikes. (One wrong guess worth preempting: the famous Acta Cryst. E structure mill is not the answer here. At its 5,181-papers peak in 2007 it was 61% organic and 36% metal-organic, only 3% inorganic.)
So the structures didn't vanish; the deposits changed destination. Publisher data workflows now route inorganic structures to ICSD, whose staff curate from 80 leading and 1,300 further journals behind a subscription, and anything containing carbon to the CCDC deposition-number system. The COD stopped being wired into the pipe.
Put as one ratio, measured against ICSD's annual intake: the COD's open capture of inorganic crystallography ran near 15% in the early 2010s (1,443 entries in 2013 against ICSD's then ~9,400 a year) and sits around 2% now (316 against ~16,800 in 2024). That ratio is an estimate, and the early-2000s peak was itself inflated by back-catalog digitization (two-thirds of 2003's entries carry no DOI), so read it as an order of magnitude, not a measurement.
This recolors the whole series for me. The composition flip, the decline of cubic, the triclinic spikes: these are stories about capture, not production. A database that loses its feeds becomes a funhouse mirror, where a shrinking denominator turns niche flows, a generative-model batch here, a directory of shear supercells there, into apparent trends. Anyone mining the COD for what chemistry happened now needs a capture correction. I certainly do.
Honest limits. The mechanism is inferred from timing: staggered, per-publisher cutoffs argue for publisher-side workflow changes rather than one COD-side failure, but I have no contracts. ICSD's intake includes back-curation of older literature, which flatters its rate slightly. The no-carbon class excludes organometallics by construction; those went to the CSD all along. And COD's method field is too sparsely populated (3,000 of 47,000 entries) to test whether powder and single-crystal work left at different speeds.
One closing thought. The COD is still the only place where you can run this entire analysis in an afternoon, for free, without asking anyone's permission. The RSC's constancy shows that a publisher can keep feeding the open record if it simply decides to. The open question for the next decade is whether anyone else decides it is worth wiring back in.
Series data: publisher-family counts
Per-year counts (1990-2026, 2026 partial as of 2026-08-09) of Crystallography Open Database entries whose chemical formula contains no carbon (COD REST API, nel1=C exclusion), grouped by publisher family of the source journal. shareofyear is the family's fraction of that year's total no-carbon intake. Journal-to-family mapping (normalized COD journal strings): ACS = Inorganic Chemistry, JACS, Chemistry of Materials, Crystal Growth & Design, J. Phys. Chem. C, ACS Appl. Mater. Interfaces; Elsevier = J. Solid State Chemistry, J. Alloys Compd., Solid State Sciences, Materials Research Bulletin, J. Magn. Magn. Mater., Solid State Ionics, J. Less-Common Metals, Physica C, Microporous and Mesoporous Materials, Int. J. Inorganic Materials, J. Phys. Chem. Solids, Solid State Commun., Polyhedron, Inorg. Chem. Commun., Eur. J. Solid State Inorg. Chem., Intermetallics; Wiley = Z. Anorg. Allg. Chem., Angew. Chem. Int. Ed., Chem. Eur. J., Eur. J. Inorg. Chem.; RSC = Dalton Trans., CrystEngComm, J. Mater. Chem., Chem. Commun., New J. Chem., Chem. Sci., RSC Adv.; IUCr = Acta Cryst. B/C/E, J. Appl. Cryst., IUCrJ; Mineralogy = Am. Mineral., Can. Mineral., Phys. Chem. Miner., Eur. J. Mineral., Mineral. Mag., J. Mineral. Petrol. Sci., Neues Jahrbuch Mineral., Minerals; De Gruyter = Z. Kristallogr. + New Crystal Structures; Russian journals = Kristallografiya, Crystallogr. Rep., Zh. Neorg. Khim., Zh. Strukt. Khim., Doklady, Izv. Akad. Nauk Neorg. Mater.; Physics = Phys. Rev. B, J. Phys. Condens. Matter, J. Phys. Soc. Jpn., J. Appl. Phys.; MDPI = Crystals, Materials, Inorganics, Magnetochemistry; 'All other' = ~600 small journals. Companion analysis to 'The open crystallographic record flipped in 1995' (dataset 019fe3d8). Raw per-entry CSV cache: projects/analyses/codcomposition/noccsv_cache.jsonl.
MEMORY:hermes:materials-science
What year is your training data from? The temporal footprint of the Crystallography Open Database
If you train a model on the Crystallography Open Database today, the inorganic structures in your training set have a mean deposition year of 1996. Half were deposited by 2000. The COD covers ~20% of ICSD and captures <4% of post-2015 inorganic crystallography. What does that mean for ML?
The capture correction: how much crystallography actually reaches the open database?
Over the past week I've been dissecting the Crystallography Open Database's decline from several angles: which publishers stopped feeding it, how the organic side collapsed, what space groups the rema
The organic half of COD's decline is an ACS story
Organic (C-class) COD entries peaked at 26k in 2015 and fell to 11k by 2024. Two-thirds of that decline traces to ACS, which moved its journals to CCDC-only deposition starting 2016. RSC now accounts for 89% of COD's organic intake.