Integrating agrotechnical practices to optimize maize yield potentials in a regional variable climate: DSSAT and Python tools
Climate simulation models, crop yield prediction and programming tools are relevant applications that help farmers to create a platform in the natural fluctuations traced over terrestrial ecosystems. For this to be achieved, daily weather parameters of Karaj agroclimate site as baseline period (1990...
Gespeichert in:
| Veröffentlicht in: | Cereal research communications Jg. 52; H. 1; S. 301 - 312 |
|---|---|
| 1. Verfasser: | |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham
Springer International Publishing
01.03.2024
|
| Schlagworte: | |
| ISSN: | 0133-3720, 1788-9170 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | Climate simulation models, crop yield prediction and programming tools are relevant applications that help farmers to create a platform in the natural fluctuations traced over terrestrial ecosystems. For this to be achieved, daily weather parameters of Karaj agroclimate site as baseline period (1990–2020) were measured to simulate two climatic scenarios including A2 (A differentiated world with an emphasis on high population growth) and B1 (A convergent world with rapid change in economic structures). Thereby, crop management practices under set up of CERES-Maize model in DSSAT application were taken to account for demarcating the agrotechnical practices of maize (cv. S.C. 704). Further, a period of 30 years generated data (2018–2048) was used to run standardized precipitation index for which the html code integrated to render integers in a python function to exhibit drought periods of the experimental site. To provide better modularity and a high degree of code reusing an enumerable function was used to perform a single related action for computing irrigation volumes. The visualization of climatic variables revealed mean annual increase in temperature around 1.5 °C by the year 2050 under A2 scenario. Also, the highest increase in precipitation changes was approximated by 36% for the year 2030 under B1 scenario. Based on common planting date, the overall changes of grain yield were simulated from + 11.6 to − 34% in response to future negative conditions. The maximum values of water productivity were measured by 27% and 29% under low irrigation factor (IF
60
) in the baseline period and B1 scenario, respectively. However, maize seedlings under early planting date and B1 scenario were less affected by future negative impacts. |
|---|---|
| AbstractList | Climate simulation models, crop yield prediction and programming tools are relevant applications that help farmers to create a platform in the natural fluctuations traced over terrestrial ecosystems. For this to be achieved, daily weather parameters of Karaj agroclimate site as baseline period (1990–2020) were measured to simulate two climatic scenarios including A2 (A differentiated world with an emphasis on high population growth) and B1 (A convergent world with rapid change in economic structures). Thereby, crop management practices under set up of CERES-Maize model in DSSAT application were taken to account for demarcating the agrotechnical practices of maize (cv. S.C. 704). Further, a period of 30 years generated data (2018–2048) was used to run standardized precipitation index for which the html code integrated to render integers in a python function to exhibit drought periods of the experimental site. To provide better modularity and a high degree of code reusing an enumerable function was used to perform a single related action for computing irrigation volumes. The visualization of climatic variables revealed mean annual increase in temperature around 1.5 °C by the year 2050 under A2 scenario. Also, the highest increase in precipitation changes was approximated by 36% for the year 2030 under B1 scenario. Based on common planting date, the overall changes of grain yield were simulated from + 11.6 to − 34% in response to future negative conditions. The maximum values of water productivity were measured by 27% and 29% under low irrigation factor (IF
60
) in the baseline period and B1 scenario, respectively. However, maize seedlings under early planting date and B1 scenario were less affected by future negative impacts. |
| Author | Mirshekarnezhad, Babak |
| Author_xml | – sequence: 1 givenname: Babak orcidid: 0000-0002-3690-1842 surname: Mirshekarnezhad fullname: Mirshekarnezhad, Babak email: bob_mirshekar@yahoo.com organization: Agrometeorology and Synoptic Office of Karaj, Meteorological Organization |
| BookMark | eNp9kMtOwzAQRS0EEm3hB1j5BwIT23mxq8qrUiWQWtaR40xSV6kd2QapSPw7LmXNZmZzz9XMmZJzYw0ScpPCbQpQ3HnBqiJPgPEEgOdlIs7IJC3KMqnSAs7JBFLOE14wuCRT73cAmagqMSHfSxOwdzJo01PZOxtQbY1WcqCjkypohZ4GS-0Y9F5_Id3L4zxoHFo6xrQJWg6eakMlddhrayL6KZ2WzYBUDXovA97Th_V6vqHStPTtELbWxE47-Cty0UUar__2jLw_PW4WL8nq9Xm5mK8SxQQLSQstSmxyzjuRNZAXaYdMKSEAZM4aXhQVsEYoWWFZZQ3mWVfxvM1axC5TWc5nhJ16lbPeO-zq0cXD3KFOoT4KrE8C6yiw_hVYiwjxE-Rj2PTo6p39cPE9_x_1AyfQeHw |
| Cites_doi | 10.1016/0308-521X(93)90040-9 10.1088/1748-9326/abfe29 10.1016/j.agwat.2005.11.001 10.1029/2003gl018747 10.2134/agronj.,0058 10.1007/s00382-014-2100-1,2014 10.17221/63/2014-SWR 10.1016/j.fcr.2014.12.006 10.1016/j.eja.2007.03.002 10.1093/jxb/erl165 10.1175/Jcli3482.1 10.1088/1748-9326/7/2/024002 10.1098/rsta.2007.2077,2007 10.1007/BF01094100 10.1175/1520-0477(1982)063<1309:SCOTEO>2.0.CO;2 10.1016/S1161-0301(98)00020-3 10.1038/nclimate2927,2016 10.1016/0378-4290(89)90072-5 10.1016/0168-1923(87)90043-8 10.1016/j.wace.2015.08.001 10.1002/2015JD023977 10.11648/j.ijiis.20211006.13 10.1007/978-3-642-04898-2_326 10.1016/j.agrformet2005.11.012 10.1023/B:CLIM.0000024675.39030.96 10.1175/EI-D-15-0036.1,2016 10.1002/joc.1142 10.1175/1520-0477(1999)080<0429:MTDUTS>2.0.CO;2 10.1175/JCLI-D-11-00601.1,2013 10.1016/S0168-1923(00)00166-0 10.3390/w3030787 10.1175/BAMS-89-3-303 10.5194/hess-14-1417-2010 10.1038/nature03301 10.1038/s41598-017-08066-y 10.1007/s10584-005-5954-8 10.1016/S1161-0301(02)00107-7 10.18805/ag.v37i4.6457 10.1017/CBO9781107415324.020 10.1088/1748-9326/2/1/014002 |
| ContentType | Journal Article |
| Copyright | Akadémiai Kiadó Zrt. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
| Copyright_xml | – notice: Akadémiai Kiadó Zrt. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
| DBID | AAYXX CITATION |
| DOI | 10.1007/s42976-023-00368-4 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Agriculture |
| EISSN | 1788-9170 |
| EndPage | 312 |
| ExternalDocumentID | 10_1007_s42976_023_00368_4 |
| GroupedDBID | 0R~ 29B 2~F 406 5GY 5VS AACDK AAHBH AAHNG AAJBT AAOTM AASML AATNV AAUYE AAXTN ABAKF ABBHK ABECU ABJNI ABMQK ABTEG ABTKH ABTMW ABUBZ ABXSQ ACAOD ACDTI ACGFS ACHIC ACHSB ACOKC ACPIV ACZOJ ADKNI ADULT ADYFF AEEJZ AEFQL AEMSY AENEX AESKC AEUPB AFBBN AFQWF AGMZJ AGQEE AI. AIGIU AILAN ALMA_UNASSIGNED_HOLDINGS AMXSW AMYLF AQVQM CS3 DATOO DPUIP DU5 EBLON EBS ECGQY EJD FIGPU FNLPD HZ~ IAG IAO IKXTQ IL9 IPSME ITC IWAJR JAAYA JBMMH JENOY JHFFW JKQEH JLS JLXEF JPM JSODD JST JZLTJ KOV LLZTM MET MKB NPVJJ NQJWS O9- P2P PAKDK PT4 RKA ROL RSV SA0 SJYHP SNE SNPRN SOHCF SOJ SRMVM SSLCW UOJIU UTJUX VH1 Y6R ZMTXR AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC AEZWR AFDZB AFHIU AFOHR AHPBZ AHWEU AIXLP ATHPR AYFIA CITATION |
| ID | FETCH-LOGICAL-c242t-d0deaeb633f45b0671fe2cc4400a62b377902b4ca9e895be65f936d5deef5c563 |
| IEDL.DBID | RSV |
| ISICitedReferencesCount | 2 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000956683300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0133-3720 |
| IngestDate | Sat Nov 29 04:18:26 EST 2025 Fri Feb 21 02:42:22 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | Climatic scenarios Programming tools Drought Planting date Water productivity |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c242t-d0deaeb633f45b0671fe2cc4400a62b377902b4ca9e895be65f936d5deef5c563 |
| ORCID | 0000-0002-3690-1842 |
| PageCount | 12 |
| ParticipantIDs | crossref_primary_10_1007_s42976_023_00368_4 springer_journals_10_1007_s42976_023_00368_4 |
| PublicationCentury | 2000 |
| PublicationDate | 20240300 2024-03-00 |
| PublicationDateYYYYMMDD | 2024-03-01 |
| PublicationDate_xml | – month: 3 year: 2024 text: 20240300 |
| PublicationDecade | 2020 |
| PublicationPlace | Cham |
| PublicationPlace_xml | – name: Cham |
| PublicationSubtitle | Founded by the Cereal Research Non-Profit Ltd. in 1973 |
| PublicationTitle | Cereal research communications |
| PublicationTitleAbbrev | CEREAL RESEARCH COMMUNICATIONS |
| PublicationYear | 2024 |
| Publisher | Springer International Publishing |
| Publisher_xml | – name: Springer International Publishing |
| References | Jamieson, Semenov, Brooking, Francis (CR28) 1998; 8 Davies-Barnard, Valdes, Jones, Singarayer (CR9) 2014; 42 Karavitis, Alexandris, Tsesmelis, Athanasopoulos (CR30) 2011; 3 Jackson, Vellinga (CR26) 2013; 26 Schaller, Kay, Lamb, Massey, van Oldenborgh, Otto, Sparrow, Vautard, Yiou, Ashpole, Bowery, Crooks, Haustein, Huntingford, Ingram, Jones, Legg, Miller, Skeggs, Wallom, Weisheimer, Wilson, Stott, Allen (CR44) 2016; 6 Farré, Faci (CR16) 2006; 83 Antle, McGuckin, Carlson, Zilberman, Miranowski (CR4) 1993 CR35 Farajzadeh, Esmaeili (CR14) 2017; 5 CR33 Jagtap, Mornu, Kang (CR27) 1993; 41 Fereres, Soriano (CR17) 2006; 58 Hodges, Botner, Sakamoto, Hays-Haug (CR23) 1987; 40 Soler, Sentelhas, Hoogenboom (CR45) 2007; 27 Kumaraswamy, Shetty (CR32) 2016; 37 Salinger, Sivakumar, Motha (CR42) 2005; 70 Willmott (CR49) 1982; 63 Fischer (CR18) 2015; 182 CR6 deWit, Boogaard, van Diepen (CR10) 2005; 135 Armstrong, Valdes, House, Singarayer (CR5) 2016; 20 Saseendran, Ma, Nielsen, Merle, Lajpat (CR43) 2005; 2005 Alexandrov, Hoogenboom (CR3) 2000; 104 Carberry, Muchow, McCown (CR8) 1989; 20 Hatfield, Prueger (CR21) 2015; 10 Faramarzi, Yang, Mousavi, Schulin, Binder, Abbaspour (CR15) 2010; 14 Kogo, Kumar, Koech, Langat (CR31) 2019; 7 Reichler, Kim (CR38) 2008; 89 CR19 Lopes, Lovric (CR34) 2011 Tang, Niu, Wang, Gao, Wang, Wu (CR47) 2016; 121 Stainforth, Aina, Christensen, Collins, Faull, Frame, Kettleborough, Knight, Martin, Murphy, Piani, Sexton, Smith, Spicer, Thorpe, Allen (CR46) 2005; 433 Wu, Hayes, Wilhite, Svoboda (CR50) 2005; 25 CR13 CR12 Trnka, Dubrovsky, Ekzalud (CR48) 2004; 64 (CR11) 2002 Abedinpour (CR2) 2015; 10 Murphy, Booth, Collins, Harris, Sexton, Webb (CR37) 2007; 365 Booth, Jones, Collins, Totterdell, Cox, Sitch, Huntingford, Betts, Harris, Lloyd (CR7) 2012; 7 Mesgaran, Madani, Hashemi, Azadi (CR36) 2017; 7 Ridley, Huybrechts, Gregory, Lowe (CR40) 2005; 18 Abayechaw (CR1) 2021; 10 Jones, Hoogenboom, Porter, Boote, Batchelor, Hunt, Wilkens, Singh, Gijsman, Ritchie (CR29) 2003; 18 Riebsame, Meyer, TurnerII (CR41) 1994; 28 CR25 CR24 Hayes, Svoboda, Wilhite, Vanyarkho (CR22) 1999; 80 Gregory, Ingram, Palmer, Jones, Stott, Thorpe, Lowe, Johns, Williams (CR20) 2004; 31 Rezaei, Ghazaryan, Moradi, Dubovyk, Siebert (CR39) 2021; 16 BK Kogo (368_CR31) 2019; 7 MJ Salinger (368_CR42) 2005; 70 A Saseendran (368_CR43) 2005; 2005 PS Carberry (368_CR8) 1989; 20 368_CR35 DA Stainforth (368_CR46) 2005; 433 368_CR33 FAO (368_CR11) 2002 T Reichler (368_CR38) 2008; 89 JL Hatfield (368_CR21) 2015; 10 D Abayechaw (368_CR1) 2021; 10 VA Alexandrov (368_CR3) 2000; 104 MB Mesgaran (368_CR36) 2017; 7 E Armstrong (368_CR5) 2016; 20 JM Gregory (368_CR20) 2004; 31 H Wu (368_CR50) 2005; 25 S Kumaraswamy (368_CR32) 2016; 37 JM Antle (368_CR4) 1993 RA Fischer (368_CR18) 2015; 182 BBB Booth (368_CR7) 2012; 7 CA Karavitis (368_CR30) 2011; 3 PD Jamieson (368_CR28) 1998; 8 J Tang (368_CR47) 2016; 121 368_CR12 368_CR13 L Jackson (368_CR26) 2013; 26 N Schaller (368_CR44) 2016; 6 Z Farajzadeh (368_CR14) 2017; 5 368_CR6 AJW deWit (368_CR10) 2005; 135 JW Jones (368_CR29) 2003; 18 CJ Willmott (368_CR49) 1982; 63 I Farré (368_CR16) 2006; 83 RHC Lopes (368_CR34) 2011 M Faramarzi (368_CR15) 2010; 14 T Davies-Barnard (368_CR9) 2014; 42 368_CR25 JM Murphy (368_CR37) 2007; 365 368_CR24 T Hodges (368_CR23) 1987; 40 EE Rezaei (368_CR39) 2021; 16 E Fereres (368_CR17) 2006; 58 SS Jagtap (368_CR27) 1993; 41 368_CR19 M Abedinpour (368_CR2) 2015; 10 WE Riebsame (368_CR41) 1994; 28 CMT Soler (368_CR45) 2007; 27 M Trnka (368_CR48) 2004; 64 JK Ridley (368_CR40) 2005; 18 MJ Hayes (368_CR22) 1999; 80 |
| References_xml | – volume: 41 start-page: 215 year: 1993 end-page: 229 ident: CR27 article-title: Simulation of growth, development, and yield of maize in the transition zone of Nigeria publication-title: Agric Syst doi: 10.1016/0308-521X(93)90040-9 – volume: 16 start-page: 064058 year: 2021 ident: CR39 article-title: Crop harvested area, not yield, drives variability in crop production in Iran publication-title: Environ Res Lett doi: 10.1088/1748-9326/abfe29 – volume: 83 start-page: 135 year: 2006 end-page: 143 ident: CR16 article-title: Comparative response of maize ( L.) and sorghum ( L. Moench) to deficit irrigation in a Mediterranean environment publication-title: Agric Water Manag doi: 10.1016/j.agwat.2005.11.001 – ident: CR12 – volume: 31 start-page: L03205 year: 2004 ident: CR20 article-title: A new method for diagnosing radiative forcing and climate sensitivity publication-title: Geophys Res Lett doi: 10.1029/2003gl018747 – volume: 2005 start-page: 97 year: 2005 ident: CR43 article-title: Simulating planting date effects on corn production using RZWQM and CERES-maize models publication-title: Agron J doi: 10.2134/agronj.,0058 – volume: 42 start-page: 1715 year: 2014 end-page: 1732 ident: CR9 article-title: Sensitivity of a coupled climate model to canopy interception capacity publication-title: Clim Dyn doi: 10.1007/s00382-014-2100-1,2014 – ident: CR35 – ident: CR25 – volume: 10 start-page: 99 year: 2015 end-page: 104 ident: CR2 article-title: Evaluation of growth-stage-specific crop coefficients of maize using weighing lysimeter publication-title: Soil Water Res doi: 10.17221/63/2014-SWR – volume: 182 start-page: 9 year: 2015 end-page: 18 ident: CR18 article-title: Definitions and determination of crop yield, yield gaps, and of rates of change publication-title: Field Crops Res doi: 10.1016/j.fcr.2014.12.006 – volume: 27 start-page: 165 year: 2007 end-page: 177 ident: CR45 article-title: Application of the CSM-CERES-Maize model for planting date evaluation and yield forecasting for maize grown off-season in a subtropical environment publication-title: Eur J Agron doi: 10.1016/j.eja.2007.03.002 – volume: 58 start-page: 147 issue: 2 year: 2006 end-page: 159 ident: CR17 article-title: Deficit irrigation for reducing agricultural water use publication-title: J Exp Bot doi: 10.1093/jxb/erl165 – ident: CR19 – volume: 18 start-page: 3409 year: 2005 end-page: 3427 ident: CR40 article-title: Elimination of the Greenland ice sheet in a high CO climate J publication-title: Climate doi: 10.1175/Jcli3482.1 – volume: 7 start-page: 024002 year: 2012 ident: CR7 article-title: High sensitivity of future global warming to land carbon cycle processes publication-title: Environ Res Lett doi: 10.1088/1748-9326/7/2/024002 – volume: 365 start-page: 1993 year: 2007 end-page: 2028 ident: CR37 article-title: A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles publication-title: Philos Trans R Soc Lond A doi: 10.1098/rsta.2007.2077,2007 – volume: 28 start-page: 45 issue: 1–2 year: 1994 end-page: 63 ident: CR41 article-title: Modeling land use and land cover as part of global environmental change publication-title: Clim Change doi: 10.1007/BF01094100 – year: 2002 ident: CR11 publication-title: Production year book, food and agriculture organization of United Nation – volume: 63 start-page: 1309 year: 1982 end-page: 1313 ident: CR49 article-title: Some comments on the evaluation of model performance publication-title: Bull Am Meteorol Soc doi: 10.1175/1520-0477(1982)063<1309:SCOTEO>2.0.CO;2 – volume: 8 start-page: 161 year: 1998 end-page: 179 ident: CR28 article-title: Sirius: a mechanistic model of wheat response to environmental, variation publication-title: Eur J Agron doi: 10.1016/S1161-0301(98)00020-3 – volume: 6 start-page: 627 year: 2016 end-page: 634 ident: CR44 article-title: Human influence on climate in the 2014 southern England winter floods and their impacts publication-title: Nat Clim Change doi: 10.1038/nclimate2927,2016 – volume: 20 start-page: 297 year: 1989 end-page: 315 ident: CR8 article-title: Testing the CERES-maize simulation model in a semi-arid tropical environment publication-title: Field Crop Res doi: 10.1016/0378-4290(89)90072-5 – volume: 40 start-page: 293 year: 1987 end-page: 303 ident: CR23 article-title: Using the CERES-Maize model to estimate production for the U.S. Corn Belt publication-title: Agric for Meteorol doi: 10.1016/0168-1923(87)90043-8 – volume: 10 start-page: 4 year: 2015 end-page: 10 ident: CR21 article-title: Temperature extremes: effect on plant growth and development publication-title: Weather Clim Extremes doi: 10.1016/j.wace.2015.08.001 – volume: 121 start-page: 2110 year: 2016 end-page: 2129 ident: CR47 article-title: Statistical downscaling and dynamical downscaling of regional climate in China: present climate evaluations and future climate projections publication-title: J Geophys Res Atmos doi: 10.1002/2015JD023977 – volume: 10 start-page: 117 year: 2021 end-page: 124 ident: CR1 article-title: Review on Decision Support System for Agrotechnology Transfer (DSSAT) Model publication-title: Int J Intell Inf Syst doi: 10.11648/j.ijiis.20211006.13 – year: 2011 ident: CR34 article-title: Kolmogorov–Smirnov test publication-title: International encyclopedia of statistical science doi: 10.1007/978-3-642-04898-2_326 – volume: 135 start-page: 156 issue: 1–4 year: 2005 end-page: 168 ident: CR10 article-title: Spatial resolution of precipitation and radiation: the effect on regional crop yield forecasts publication-title: Agric for Meteorol doi: 10.1016/j.agrformet2005.11.012 – volume: 64 start-page: 227 year: 2004 end-page: 255 ident: CR48 article-title: Climate change impacts and adaptation strategies in spring barley production in the Czech Republic publication-title: Clim Change doi: 10.1023/B:CLIM.0000024675.39030.96 – volume: 20 start-page: 1 year: 2016 end-page: 20 ident: CR5 article-title: The role of CO and dynamic vegetation on the impact of temperate land- use change in the HadCM3 coupled climate model publication-title: Earth Interact doi: 10.1175/EI-D-15-0036.1,2016 – ident: CR33 – volume: 25 start-page: 505 year: 2005 end-page: 520 ident: CR50 article-title: The effect of the length of record on the standardized precipitation index calculation publication-title: Int J Climatol doi: 10.1002/joc.1142 – volume: 80 start-page: 429 year: 1999 end-page: 438 ident: CR22 article-title: Monitoring the 1996 drought using the standardized precipitation index publication-title: Bull Am Meteorol Soc doi: 10.1175/1520-0477(1999)080<0429:MTDUTS>2.0.CO;2 – ident: CR6 – volume: 26 start-page: 2390 year: 2013 end-page: 2407 ident: CR26 article-title: Multidecadal to centennial variability of the AMOC: HadCM3 and a Perturbed physics Ensemble publication-title: J Clim doi: 10.1175/JCLI-D-11-00601.1,2013 – volume: 104 start-page: 315 year: 2000 end-page: 327 ident: CR3 article-title: The impact of climate variability and change crop yield in Bulgaria publication-title: Agric for Meteorol doi: 10.1016/S0168-1923(00)00166-0 – volume: 3 start-page: 787 issue: 3 year: 2011 end-page: 805 ident: CR30 article-title: Application of the standardized precipitation index (SPI) in Greece publication-title: Water doi: 10.3390/w3030787 – volume: 7 start-page: 76 year: 2019 end-page: 95 ident: CR31 article-title: Modelling impacts of climate change on maize ( L.) growth and productivity: a review of models, outputs and limitations publication-title: J Geosci Environ Prot – ident: CR13 – start-page: 175 year: 1993 end-page: 220 ident: CR4 article-title: Technological innovations, agricultural productivity and environmental quality publication-title: Agricultural and Environmental Resource Economics – volume: 5 start-page: 189 year: 2017 end-page: 208 ident: CR14 article-title: The welfare effects of rising imported food prices in Iran publication-title: Iran J Econ Stud – volume: 89 start-page: 303 year: 2008 end-page: 311 ident: CR38 article-title: Kim J (2008) How well do coupled models simulate today’s climate? publication-title: Bull Am Meteorol Soc doi: 10.1175/BAMS-89-3-303 – volume: 14 start-page: 1417 year: 2010 end-page: 1433 ident: CR15 article-title: Analysis of intra country virtual water trade strategy to alleviate water scarcity in Iran publication-title: Hydrol Earth Syst Sci doi: 10.5194/hess-14-1417-2010 – volume: 433 start-page: 403 year: 2005 end-page: 406 ident: CR46 article-title: Uncertainty in predictions of the climate response to rising levels of greenhouse gases publication-title: Nature doi: 10.1038/nature03301 – volume: 7 start-page: 7670 year: 2017 ident: CR36 article-title: Iran’s land suitability for agriculture publication-title: Sci Rep doi: 10.1038/s41598-017-08066-y – volume: 70 start-page: 341 year: 2005 end-page: 362 ident: CR42 article-title: Reducing vulnerability of agriculture and forestry to climate variability and change: workshop summary and recommendation publication-title: Clim Change doi: 10.1007/s10584-005-5954-8 – ident: CR24 – volume: 18 start-page: 235 year: 2003 end-page: 265 ident: CR29 article-title: DSSAT cropping system model publication-title: Eur J Agron doi: 10.1016/S1161-0301(02)00107-7 – volume: 37 start-page: 268 issue: 4 year: 2016 end-page: 278 ident: CR32 article-title: Critical abiotic factors affecting implementation of technological innovations in rice and wheat production: a review publication-title: Agric Rev doi: 10.18805/ag.v37i4.6457 – volume: 64 start-page: 227 year: 2004 ident: 368_CR48 publication-title: Clim Change doi: 10.1023/B:CLIM.0000024675.39030.96 – ident: 368_CR35 – volume: 433 start-page: 403 year: 2005 ident: 368_CR46 publication-title: Nature doi: 10.1038/nature03301 – volume: 104 start-page: 315 year: 2000 ident: 368_CR3 publication-title: Agric for Meteorol doi: 10.1016/S0168-1923(00)00166-0 – ident: 368_CR12 – volume: 89 start-page: 303 year: 2008 ident: 368_CR38 publication-title: Bull Am Meteorol Soc doi: 10.1175/BAMS-89-3-303 – volume: 18 start-page: 235 year: 2003 ident: 368_CR29 publication-title: Eur J Agron doi: 10.1016/S1161-0301(02)00107-7 – ident: 368_CR25 – volume: 3 start-page: 787 issue: 3 year: 2011 ident: 368_CR30 publication-title: Water doi: 10.3390/w3030787 – volume: 27 start-page: 165 year: 2007 ident: 368_CR45 publication-title: Eur J Agron doi: 10.1016/j.eja.2007.03.002 – volume: 365 start-page: 1993 year: 2007 ident: 368_CR37 publication-title: Philos Trans R Soc Lond A doi: 10.1098/rsta.2007.2077,2007 – volume: 5 start-page: 189 year: 2017 ident: 368_CR14 publication-title: Iran J Econ Stud – ident: 368_CR6 – volume: 20 start-page: 297 year: 1989 ident: 368_CR8 publication-title: Field Crop Res doi: 10.1016/0378-4290(89)90072-5 – volume-title: International encyclopedia of statistical science year: 2011 ident: 368_CR34 doi: 10.1007/978-3-642-04898-2_326 – volume: 7 start-page: 7670 year: 2017 ident: 368_CR36 publication-title: Sci Rep doi: 10.1038/s41598-017-08066-y – volume: 6 start-page: 627 year: 2016 ident: 368_CR44 publication-title: Nat Clim Change doi: 10.1038/nclimate2927,2016 – volume: 14 start-page: 1417 year: 2010 ident: 368_CR15 publication-title: Hydrol Earth Syst Sci doi: 10.5194/hess-14-1417-2010 – volume: 80 start-page: 429 year: 1999 ident: 368_CR22 publication-title: Bull Am Meteorol Soc doi: 10.1175/1520-0477(1999)080<0429:MTDUTS>2.0.CO;2 – volume: 182 start-page: 9 year: 2015 ident: 368_CR18 publication-title: Field Crops Res doi: 10.1016/j.fcr.2014.12.006 – volume: 7 start-page: 76 year: 2019 ident: 368_CR31 publication-title: J Geosci Environ Prot – volume: 8 start-page: 161 year: 1998 ident: 368_CR28 publication-title: Eur J Agron doi: 10.1016/S1161-0301(98)00020-3 – volume: 40 start-page: 293 year: 1987 ident: 368_CR23 publication-title: Agric for Meteorol doi: 10.1016/0168-1923(87)90043-8 – volume: 37 start-page: 268 issue: 4 year: 2016 ident: 368_CR32 publication-title: Agric Rev doi: 10.18805/ag.v37i4.6457 – volume: 28 start-page: 45 issue: 1–2 year: 1994 ident: 368_CR41 publication-title: Clim Change doi: 10.1007/BF01094100 – volume: 31 start-page: L03205 year: 2004 ident: 368_CR20 publication-title: Geophys Res Lett doi: 10.1029/2003gl018747 – volume: 10 start-page: 117 year: 2021 ident: 368_CR1 publication-title: Int J Intell Inf Syst doi: 10.11648/j.ijiis.20211006.13 – volume: 42 start-page: 1715 year: 2014 ident: 368_CR9 publication-title: Clim Dyn doi: 10.1007/s00382-014-2100-1,2014 – volume: 10 start-page: 4 year: 2015 ident: 368_CR21 publication-title: Weather Clim Extremes doi: 10.1016/j.wace.2015.08.001 – volume: 25 start-page: 505 year: 2005 ident: 368_CR50 publication-title: Int J Climatol doi: 10.1002/joc.1142 – volume: 63 start-page: 1309 year: 1982 ident: 368_CR49 publication-title: Bull Am Meteorol Soc doi: 10.1175/1520-0477(1982)063<1309:SCOTEO>2.0.CO;2 – volume: 70 start-page: 341 year: 2005 ident: 368_CR42 publication-title: Clim Change doi: 10.1007/s10584-005-5954-8 – volume: 135 start-page: 156 issue: 1–4 year: 2005 ident: 368_CR10 publication-title: Agric for Meteorol doi: 10.1016/j.agrformet2005.11.012 – volume: 58 start-page: 147 issue: 2 year: 2006 ident: 368_CR17 publication-title: J Exp Bot doi: 10.1093/jxb/erl165 – start-page: 175 volume-title: Agricultural and Environmental Resource Economics year: 1993 ident: 368_CR4 – volume: 83 start-page: 135 year: 2006 ident: 368_CR16 publication-title: Agric Water Manag doi: 10.1016/j.agwat.2005.11.001 – volume: 121 start-page: 2110 year: 2016 ident: 368_CR47 publication-title: J Geophys Res Atmos doi: 10.1002/2015JD023977 – volume: 7 start-page: 024002 year: 2012 ident: 368_CR7 publication-title: Environ Res Lett doi: 10.1088/1748-9326/7/2/024002 – volume-title: Production year book, food and agriculture organization of United Nation year: 2002 ident: 368_CR11 – ident: 368_CR13 – volume: 26 start-page: 2390 year: 2013 ident: 368_CR26 publication-title: J Clim doi: 10.1175/JCLI-D-11-00601.1,2013 – volume: 41 start-page: 215 year: 1993 ident: 368_CR27 publication-title: Agric Syst doi: 10.1016/0308-521X(93)90040-9 – volume: 2005 start-page: 97 year: 2005 ident: 368_CR43 publication-title: Agron J doi: 10.2134/agronj.,0058 – volume: 20 start-page: 1 year: 2016 ident: 368_CR5 publication-title: Earth Interact doi: 10.1175/EI-D-15-0036.1,2016 – ident: 368_CR19 doi: 10.1017/CBO9781107415324.020 – volume: 10 start-page: 99 year: 2015 ident: 368_CR2 publication-title: Soil Water Res doi: 10.17221/63/2014-SWR – ident: 368_CR24 – ident: 368_CR33 doi: 10.1088/1748-9326/2/1/014002 – volume: 16 start-page: 064058 year: 2021 ident: 368_CR39 publication-title: Environ Res Lett doi: 10.1088/1748-9326/abfe29 – volume: 18 start-page: 3409 year: 2005 ident: 368_CR40 publication-title: Climate doi: 10.1175/Jcli3482.1 |
| SSID | ssj0054994 |
| Score | 2.3297288 |
| Snippet | Climate simulation models, crop yield prediction and programming tools are relevant applications that help farmers to create a platform in the natural... |
| SourceID | crossref springer |
| SourceType | Index Database Publisher |
| StartPage | 301 |
| SubjectTerms | Agriculture Biomedical and Life Sciences Life Sciences Original Paper Plant Breeding/Biotechnology Plant Genetics and Genomics Plant Physiology |
| Title | Integrating agrotechnical practices to optimize maize yield potentials in a regional variable climate: DSSAT and Python tools |
| URI | https://link.springer.com/article/10.1007/s42976-023-00368-4 |
| Volume | 52 |
| WOSCitedRecordID | wos000956683300001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAVX databaseName: SpringerLink Journals customDbUrl: eissn: 1788-9170 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0054994 issn: 0133-3720 databaseCode: RSV dateStart: 19970301 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8NAEF60etCDb7G-2IM3XWiz2d3EW1GLXkqhVXoLm33UQJuUJhYq-N_d3SSFggh6yWkYlsnuzDfMzDcA3GAD-TVlFNnqJvI9TpGtTiHNfBITLFox0W7ZBOv1gtEo7FdDYXnd7V6XJJ2nXg27Gc_JbMMsRpZEJUD-Jtgilm3G5uiDt9r_2oSnZPTGGNkdLNWozM861sPRei3UhZju_v8OdwD2KkgJO-UdOAQbKj0Cu53xvKLVUMfg66VihTA6IR87boZ3NxEJ6zGpHBYZzIwDmSafCk65_S5texucGem0sPcUJink0O5ysPgdLkyebSevoJgkBviqe_g4GHSGkKcS9peWlMDozCb5CXjtPg0fnlG1eAEJE7ELJFtScRVTjLX5YyaetbXyhPDNe-fUix1HoRf7gocqCEmsKNEhppJIpTQRhOJT0EizVJ0B2JJhYBCJYKEn_bZkgQqZDjnDkjAv1rwJbmv7R7OSXyNaMSk7o0bGqJEzauQ3wV1t_qh6a_kv4ud_E78AO56BLGWH2SVoFPMPdQW2xaJI8vm1u2Tf6vzNQw |
| linkProvider | Springer Nature |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwEA86BfXBb3F-5sE3DWxN07S-DXVsOMdgU_ZW0nzMwtaNtQ4m-L-bZO1gIIK-9Ok4wjW5-x139zsAbrCG_MqjHjLVTeQ6zEOmOoUUdUlEMK9ERNllE7Td9vv9oJMPhaVFt3tRkrSeejnspj0nNQ2zGBkSFR-562DDNWt2TI7efSv8r0l4FozeGCOzgyUflflZx2o4Wq2F2hBT3_vf4fbBbg4pYW1xBw7AmkwOwU5tMM1pNeQR-GrmrBBaJ2QDy83wbiciYTEmlcJsDMfagYziTwlHzHznpr0NTrR0kpl7CuMEMmh2ORj8Dmc6zzaTV5APYw185T187HZrPcgSATtzQ0qgdY6H6TF4rT_1HhooX7yAuI7YGRIVIZmMPIyV_mM6nlWVdDh39XtnnhNZjkIncjkLpB-QSHpEBdgTREipCCcePgGlZJzIUwArIvA1IuE0cIRbFdSXAVUBo1gQ6kSKlcFtYf9wsuDXCJdMytaooTZqaI0aumVwV5g_zN9a-ov42d_Er8FWo_fSClvN9vM52HY0fFl0m12AUjb9kJdgk8-yOJ1e2Qv3DZQ90Cc |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEF58IXrwLb7dgzdd2maz2cRbsRaLUoqt0lvY7KMGalLaWFDwv7u7SYoFEcRLTsuyzEzmwcz3DQAXWKf8yqMeMt1N5DrMQ6Y7hRR1SUQwr0ZE2WUTtN32-_2g8w3Fb6fdy5ZkjmkwLE1JVhkJVZkB37QXpWZ4FiNDqOIjdxEsu7qSMUNdj93n0heb4idn98YYmX0sBWzm5zvmQ9N8X9SGm-bm_x-6BTaKVBPWc9vYBgsy2QHr9cG4oNuQu-CzVbBF6PshG1jOhheLlIQlfGoCsxSm2rG8xh8SvjLzfTdjb3CUmocY-4VxAhk0Ox5MXg-nuv42iCzIh7FOiOU1bHS79R5kiYCdd0NWoO9Mh5M98NS87d3coWIhA-I6kmdIVIVkMvIwVlqTOs7VlHQ4d7UfYJ4TWe5CJ3I5C6QfkEh6RAXYE0RIqQgnHt4HS0mayAMAqyLwdabCaeAItyaoLwOqAkaxINSJFDsEl6UuwlHOuxHOGJatUEMt1NAKNXQPwVWpirD4Bye_HD_62_FzsNppNMOHVvv-GKw5OqvJh9BOwFI2fpOnYIVPs3gyPrO29wUOS9kL |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Integrating+agrotechnical+practices+to+optimize+maize+yield+potentials+in+a+regional+variable+climate%3A+DSSAT+and+Python+tools&rft.jtitle=Cereal+research+communications&rft.au=Mirshekarnezhad%2C+Babak&rft.date=2024-03-01&rft.pub=Springer+International+Publishing&rft.issn=0133-3720&rft.eissn=1788-9170&rft.volume=52&rft.issue=1&rft.spage=301&rft.epage=312&rft_id=info:doi/10.1007%2Fs42976-023-00368-4&rft.externalDocID=10_1007_s42976_023_00368_4 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0133-3720&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0133-3720&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0133-3720&client=summon |