Files

T

claude 54094a0d43 Add university-extension variety trials: Illinois VT + Iowa ICPT + Ohio OCPT (+123 trial docs)

Independent third-party performance data — land-grant programs that test every
entered brand side-by-side with replication + LSD stats. This is the legitimate
way to get Pioneer / DEKALB / Brevant / Channel performance the corpus can't
scrape directly (data_type=trial, results[] shape; falls through the trial
chunker).

- illinois_vt_trials (30 docs, 1,392 rows) — U of Illinois VT. Per-region XLSX
  (openpyxl), corn + soy + WHEAT, 2024+2025. Rich per-site agronomic metadata;
  corn-following-corn vs -soybean kept distinct.
- iowa_icpt_trials (24 docs, 674 rows) — Iowa State ICPT. ASP.NET GridView
  (viewstate postback for year/district), corn + soy by district x season.
- ohio_ocpt_trials (69 docs, 4,647 rows) — OSU/CFAES OCPT. Report PDF
  (pdfplumber; per-site column groups split by header Yield-token count +
  x-coord footnote bucketing), corn + soy per site, 2024+2025.

91 distinct seed brands across the three; majors confirmed present in the
independent rankings: DEKALB 395, Golden Harvest 249, Channel 241, NK 212,
Xitavo 135, LG 103, Pioneer 88, Asgrow 59. (A brand only appears where it
ENTERED a given program — e.g. Brevant not in Iowa, DEKALB/Channel not in
Illinois — true negatives, not parse gaps.)

- rag/chunk.py: gated `include_region` on _render_gh_plot_chunk; the 3 university
  sources route through it so the region/district is in the embedded chunk +
  labeled "variety trial (cross-vendor, independent third-party)". Existing plot
  sources (gh/lg/agrigold/proharvest) unchanged.
- requirements.txt: openpyxl (Illinois XLSX; scrape-time only).
- sources.json + README/CLAUDE/lessons: registered + attributed; lessons
  trial-data + Pioneer entries updated (Pioneer/DEKALB performance now available
  indirectly via these trials).

Validation: all 123 chunk via rag.chunk.chunks_from_trial (0 errors), 0
out-of-range yields, 0 dup keys. Public land-grant data; attribution recorded in
each tos_note. CI rebuilds the index from the committed corpus.

2026-06-10 08:35:50 -04:00

4.9 KiB

Raw Blame History

Soybean yield trial — University of Illinois VT, Region 2, IL 2024

Publisher: University of Illinois Variety Testing (independent cross-vendor trial)
Crop: Soybean
State: IL
Year: 2024
Region: Region 2
Rotation: corn following soybean
Cooperator / host: Greg Steckel
County: Warren
Sites: Monmouth, Goodfield
Soil type: Sabble silty clay loam
Tillage: Field cultivate
Planted: 2024-05-16
Harvested: 2024-10-02
Source XLSX: https://vt.cropsci.illinois.edu/wp-content/uploads/2024/11/2024-Region-2.xlsx
Index page: https://vt.cropsci.illinois.edu/soybeans/

Results (ranked by regional yield)

Rank	Brand	Product	Traits	Yield	Lodging	Height	Protein	Oil
1	NuTech	36N06E	HT:EN ST:B	85.067	1.902	38.307	33.6327	20.1781
2	Burrus	3434F	HT:RF ST:Bs	83.801	1.013	43.076	33.5463	20.0496
3	P3 Genetics	2438E	HT:EN ST:BS	83.528	0.821	39.14	34.6973	20.0874
4	GENESIS	G3171ES	HT:EN + ST ST:BS	83.258	1.259	37.326	33.6408	20.5213
5	P3 Genetics	2337E	HT:EN ST:BS	82.61	2.357	38.664	34.2515	20.6944
6	Burrus	3647F	HT:RF ST:Bs	81.383	2.729	41.04	34.1189	20.0291
7	Cornelius	CB36XF60	HT:RF ST:BS	81.182	2.338	40.773	34.1292	20.2593
8	GENESIS	G3380E	HT:EN ST:BS	81.014	3.079	39.594	33.085	20.6145
9	GENESIS	G2790E	HT:EN ST:BS	80.957	1.692	39.994	33.283	21.1679
10	Viking	Blue River	30B4	HT:CV	80.809	1.116	38.672	34.3771
11	Cornelius	CB33XF26	HT:RF ST:BS	80.79	2.203	41.151	34.539	19.8934
12	Lakeview Farms	LVF3073	HT:CV ST:B	80.67	2.168	39.669	34.254	19.6643
13	NuTech	34N02E	HT:EN ST:B	80.67	2.732	39.694	34.6334	20.235
14	Dyna-Gro	S35XF44	HT:RX ST:Bs	79.513	0.344	42.184	35.0972	19.9914
15	DONMARIO	DM24E84	HT:EN ST:B	79.193	1.079	37.351	35.157	19.9608
16	Burrus	3767E	HT:EN ST:Bs	78.818	2.047	40.616	34.0265	20.4676
17	Lakeview Farms	LVF2872	HT:CV ST:B	78.628	1.965	37.02	33.6626	20.4111
18	Baird Seed	Illini 3632NY	HT:CV ST:B	78.57	0.734	39.113	34.365	19.7555
19	ISU	IAS31C2	HT:CV ST:Bs	78.564	1.288	39.346	32.8828	21.1219
20	Burrus	3415E	HT:EN ST:Bs	78.562	1.63	39.437	33.4303	20.7727
21	Sun Prairie	29E35	HT:EN ST:B	78.263	0.314	36.002	33.5444	19.9346
22	Baird Seed	Illini 2733	HT:CV ST:B	77.96	2.571	36.995	34.2717	20.5728
23	Lakeview Farms	LVF3530	HT:CV ST:B	77.76	1.663	37.791	33.6401	20.7523
24	Dyna-Gro	S28XF85	HT:RX ST:Bs	77.651	0.816	37.678	34.3933	19.9665
25	P3 Genetics	2434E	HT:EN ST:BS	77.603	3.254	37.937	33.3201	20.4881
26	Dyna-Gro	S31XF05	HT:RX ST:Bs	77.482	0.712	35.64	35.1083	19.707
27	GENESIS	G2960E	HT:EN ST:BS	77.448	0.149	35.342	34.3215	20.1897
28	ISU	IAS29C2	HT:CV ST:Bs	76.872	2.025	37.642	34.5119	20.6331
29	Baird Seed	Illini 3207N	HT:CV ST:B	76.75	0.431	38.344	34.0173	20.1657
30	ISU	IAS29C1	HT:CV ST:Bs	76.575	0.753	37.656	34.4187	20.5532
31	Lakeview Farms	LVF2849	HT:CV ST:B	76.221	4.073	36.333	33.5881	21.0864
32	Viking	Blue River	42D40	HT:CV	76.035	0.795	38.009	35.5997
33	Lakeview Farms	LVF3831	HT:CV ST:B	76.019	2.644	35.823	33.9813	19.6865
34	Sun Prairie	33E35	HT:EN ST:B	75.938	3.621	37.058	33.3385	20.4956
35	DONMARIO	DM32F74	HT:RF ST:B	75.678	2.487	42.009	34.2545	19.7653
36	Baird Seed	Illini 2999N	HT:CV ST:B	75.302	0.513	36.328	35.4728	19.6323
37	Lakeview Farms	LVF3432	HT:CV ST:B	74.992	1.963	35.976	33.3162	20.5271
38	Viking	Blue River	39R4	HT:CV	74.646	0.452	42.648	35.0238
39	Baird Seed	Illini HPB 3441NY	HT:CV ST:B	73.871	2.71	35.618	33.2513	20.7044
40	Baird Seed	Illini 3602N	HT:CV ST:B	73.81	0.795	37.792	34.6709	20.0409
41	Baird Seed	Illini 2812Na	HT:CV ST:B	73.741	1.132	37.666	35.2026	20.0273
42	Lakeview Farms	LVF2632	HT:CV ST:B	73.506	1.772	37.011	34.6104	20.3251
43	ISU	IAS27C1	HT:CV ST:Bs	71.956	3.793	40.678	35.2476	19.7151
44	Baird Seed	Illini 3571N	HT:CV ST:B	71.164	3.316	40.121	34.3792	20.1903
45	Benson Hill	e31y806	HT:CV ST:Bs	69.184	0.571	36.008	37.779	18.8326
46	Benson Hill	BH31Q146	HT:CV ST:Bs	66.281	0.853	38.326	40.4945	17.371
47	Baird Seed	Illini 3212NY	HT:CV ST:B	61.976	2.306	36.34	37.0324	18.8357

4.9 KiB Raw Blame History

Soybean yield trial — University of Illinois VT, Region 2, IL 2024

Results (ranked by regional yield)

4.9 KiB

Raw Blame History