MARC details
| 000 -LEADER |
|---|
| fixed length control field |
04141nab|a22005417a|4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
69766 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
MX-TxCIM |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260115145043.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
260112s2025||||-uk|||p|op||||00||0|eng|d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
|---|
| International Standard Serial Number |
2052-4463 (Online) |
| 024 8# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
https://doi.org/10.1038/s41597-025-06143-w |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
MX-TxCIM |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gardeazabal Monsalve, A. |
| Field link and sequence number |
I1706262 |
| Miscellaneous information |
Sustainable Agrifood Systems |
| 9 (RLIN) |
7973 |
| 245 12 - TITLE STATEMENT |
|---|
| Title |
A decade of on-farm data about improved cereal and legume cropping in Mexico |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
United Kingdom : |
| Name of publisher, distributor, etc. |
Nature Publishing Group, |
| Date of publication, distribution, etc. |
2025. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Peer review |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Open Access |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This data descriptor presents a decade-long agronomic dataset collected between 2012 and 2022 by extension agents across Mexico as part of CIMMYT’s on-farm experimentation network. Extension agents used a unified digital logbook platform (BEM, later e-Agrology) to record agronomic activities, farm operations, and results. After multi-stage cleaning and validation, the dataset comprises 69,008 logbooks from 10,763 innovation plots testing new technologies, 10,305 control plots under conventional management, and 47,940 extension plots adopting sustainable practices. Key variables cover crop management (including sowing and harvest dates), resource use (including inputs, fuel and labor), activity costs, market prices, and yields for maize (Zea mays), beans (Phaseolus vulgaris), wheat (Triticum aestivum, Triticum durum), sorghum (Sorghum bicolor), and barley (Hordeum vulgare). Spanning diverse agroecologies and farm sizes, this open-access resource enables analyses of long-term productivity trends, cost–benefit relationships, input–output efficiencies, and climate-related performance. By providing harmonized, field-level data across multiple management scenarios, it can be used to derive valuable insights for researchers, extension services, and policymakers to develop optimized agronomic recommendations and sustainable intensification strategies. |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Text in English |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
Cabello Cortés, J.A. : Not in IRS staff list but CIMMYT Affiliation |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
Jiménez Gomez, B. : Not in IRS staff list but CIMMYT Affiliation |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
Leal Gonzalez, A.J. : Not in IRS staff list but CIMMYT Affiliation |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
Nuñez Jimenez, D. : Not in IRS staff list but CIMMYT Affiliation |
| 591 ## - CATALOGING NOTES |
|---|
| Affiliation |
Ramírez Ortega, M.L. : Not in IRS staff list but CIMMYT Affiliation |
| 597 ## - CGIAR Initiative |
|---|
| Donor or Funder |
Secretaría de Agricultura y Desarrollo Rural (SADER) |
| -- |
MasAgro Guanajuato (SDAYR) |
| -- |
Heineken |
| -- |
Nestlé Foundation for the Study of Problems of Nutrition in the World |
| -- |
PepsiCo |
| -- |
Grupo Trimex |
| -- |
CGIAR Trust Fund |
| -- |
Bill & Melinda Gates Foundation (BMGF) |
| -- |
Walmart Foundation |
| -- |
Fundación Haciendas del Mundo Maya, A.C. |
| -- |
Fomento Cultural CitiBanamex, A.C. |
| -- |
Grupo Bimbo, Inc. |
| -- |
Ingredion Incorporated |
| -- |
Kellanova |
| -- |
The Rockefeller Foundation |
| CGIAR Initiative |
Excellence in Agronomy |
| -- |
Digital Innovation |
| Program & Accelerators |
Sustainable Farming |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Environmental impact |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
4197 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Plant ecology |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1207 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Cereals |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1036 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Legumes |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1963 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Crop management |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1061 |
| 651 #7 - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME |
|---|
| Geographic name |
Mexico |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1318 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Cabello Cortés, J.A. |
| 9 (RLIN) |
41041 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fonteyne, S. |
| Field link and sequence number |
'001710065 |
| Miscellaneous information |
Sustainable Agrifood Systems |
| 9 (RLIN) |
3807 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Jiménez Gomez, B. |
| 9 (RLIN) |
41042 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Leal Gonzalez, A.J. |
| 9 (RLIN) |
26983 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nuñez Jimenez, D. |
| 9 (RLIN) |
32823 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Field link and sequence number |
001710897 |
| Personal name |
Odjo, S. |
| Miscellaneous information |
Sustainable Agrifood Systems |
| 9 (RLIN) |
14751 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pacheco Rodriguez, G.M. |
| 9 (RLIN) |
41043 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ramírez Ortega, M.L. |
| 9 (RLIN) |
41044 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Van Loon, J. |
| Miscellaneous information |
Sustainable Agrifood Systems |
| Field link and sequence number |
I1705924 |
| 9 (RLIN) |
2765 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Vargas-Rojas, L. |
| 9 (RLIN) |
33468 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Verhulst, N. |
| Miscellaneous information |
Sustainable Agrifood Systems |
| Field link and sequence number |
INT3307 |
| 9 (RLIN) |
916 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Govaerts, B. |
| Miscellaneous information |
Director General's Office |
| Field link and sequence number |
INT2813 |
| 9 (RLIN) |
860 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Scientific Data |
| Related parts |
v. 12, art. 1873 |
| Place, publisher, and date of publication |
United Kingdom : Nature Publishing Group, 2025. |
| International Standard Serial Number |
2052-4463 |
| 856 4# - ELECTRONIC LOCATION AND ACCESS |
|---|
| Link text |
Open Access through DSpace |
| Uniform Resource Identifier |
https://hdl.handle.net/10883/36703 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Article |
| Suppress in OPAC |
No |
| Source of classification or shelving scheme |
Dewey Decimal Classification |