Accessions evaluated for: EAR-LENGTH in study MAIZE.INC.AMES.2022.PLANTING2




Selected item(s) below:


*Not Available - Some descriptor observations are linked to specific inventory lots within an accession. Click on the accession link for those listed as "*Not Available" to see availability of other lots within an accession. Note that specific genotypes might be inventory lot specific. For clonal material, male and female plants may be represented by different inventory lots within an accession.

IDACCESSIONNAMETAXONOMYORIGINAVAILABILITYIMAGEVALUEOBSERVATIONSNOTEINVENTORY
02091827Ames 34466 SWN 8Zea mays L. subsp. mays New York, United States10min=7; max=13; sample size=12Ames 34466 2022ncai01 SD
11606094Ames 26119 CI 19Zea mays L. subsp. mays Missouri, United States*Not Available10.3min=8; max=12.5; sample size=4Ames 26119 2022ncai02 SD
21084341PI 587153 'W117'Zea mays L. subsp. mays Wisconsin, United States*Not AvailableKERNELS10.8min=7.5; max=14; sample size=6PI 587153 2022ncax01 SD
31189693PI 686040 'Ab408'Zea mays L. subsp. mays Alabama, United States*Not AvailableEAR11min=10; max=17; sample size=6PI 686040 2022ncai03 SD
41606080PI 614871 'PH3AV'Zea mays L. subsp. mays United States*Not AvailableEAR11min=8; max=12; sample size=39PI 614871 2022ncai01 SD
51177899PI 601457 'IB02'Zea mays L. subsp. mays Wisconsin, United StatesNot AvailableEAR11.5min=10.5; max=12.5; sample size=9PI 601457 2022ncai01 SD
62091825Ames 34464 SWN 6Zea mays L. subsp. mays North Dakota, United States11.5min=8.5; max=14.5; sample size=13Ames 34464 2022ncai01 SD
71082761Ames 19311 'A641'Zea mays L. subsp. mays Minnesota, United States12min=10.5; max=15; sample size=134Ames 19311 2022ncai01 SD
81606081PI 614872 'PH36E'Zea mays L. subsp. mays United States*Not AvailableEAR12min=9; max=14.5; sample size=35PI 614872 2022ncai01 SD
91606094Ames 26119 CI 19Zea mays L. subsp. mays Missouri, United States12min=6; max=14; sample size=19Ames 26119 2022ncai01 SD
101609775PI 615531 'NP2167'Zea mays L. subsp. mays Minnesota, United StatesEAR12min=9.5; max=12.5; sample size=177PI 615531 2022ncai01 SD
111605848PI 614856 'M42618'Zea mays L. subsp. mays Nebraska, United States*Not AvailableEAR12.5min=8.5; max=14; sample size=35PI 614856 2022ncai01 SD
121619275PI 619421 'PH3PV'Zea mays L. subsp. mays United StatesEAR12.5min=7.5; max=14.5; sample size=98PI 619421 2022ncai01 SD
131196842PI 257511 F49Zea mays L. subsp. mays Auvergne-Rhône-Alpes, FranceNot AvailableEAR13min=12; max=14; sample size=34PI 257511 2022ncai01 SD
141445409PI 550473 'B73'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR13min=10; max=14; sample size=9PI 550473 2022ncax01 SD
151558422PI 686062 'IDS69'Zea mays L. subsp. mays Iowa, United States*Not Available13min=9; max=14.5; sample size=5PI 686062 2022ncax01 SD
161605848PI 614856 'M42618'Zea mays L. subsp. mays Nebraska, United StatesEAR13min=9; max=15; sample size=153PI 614856 2022ncai02 SD
171619257PI 619404 'PH4V6'Zea mays L. subsp. mays United StatesEAR13min=8.5; max=15.5; sample size=90PI 619404 2022ncai02 SD
181619257PI 619404 'PH4V6'Zea mays L. subsp. mays United States*Not AvailableEAR13min=9; max=15; sample size=31PI 619404 2022ncai01 SD
191622538PI 619596 'PH76B'Zea mays L. subsp. mays United StatesEAR13min=6; max=15; sample size=161PI 619596 2022ncai01 SD
201867552Ames 30885 Rp1-C X H95(5)Zea mays L. subsp. mays Kansas, United States13min=10; max=15; mean=13; sample size=33Ames 30885 2022ncai01 SD
211867563Ames 30896 Rp5 X H95(4)Zea mays L. subsp. mays Kansas, United States13min=12; max=14; sample size=27Ames 30896 2022ncai01 SD
221917706PI 671802 BQPM17Zea mays L. subsp. mays Iowa, United StatesEAR13min=8; max=15; sample size=87PI 671802 2022ncai01 SD
231923726PI 674108 NY212Zea mays L. subsp. mays New York, United StatesEAR13min=10; max=15.5; sample size=127PI 674108 2022ncai01 SD
241940841PI 677346 'Bo23'Zea mays L. subsp. mays Emilia-Romagna, ItalyEAR13min=9.5; max=15; sample size=101PI 677346 2022ncai01 SD
252091821Ames 34460 SWN 2Zea mays L. subsp. mays North Dakota, United StatesHistoric13.3min=11.5; max=15; sample size=5Ames 34460 2022ncai01 SD
261401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR13.5min=11; max=16; sample size=11PI 506258 2022ncai05 SD
271613194PI 618590 'LH246'Zea mays L. subsp. mays United StatesEAR13.5min=10.5; max=15.5; sample size=151PI 618590 2022ncai01 SD
281098978NSL 30053 W22Zea mays L. subsp. mays Wisconsin, United States14min=12; max=16; NSL 30053 2022ncab01 SD
291113725NSL 67801 'Mo316ae'Zea mays L. subsp. mays Missouri, United States14min=11; max=16.5; sample size=79NSL 67801 2022ncai01 SD
301170383PI 601322 'PHZ51'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14min=13; max=16; sample size=15PI 601322 2022ncax01 SD
311189693PI 686040 'Ab408'Zea mays L. subsp. mays Alabama, United States*Not AvailableEAR14min=14; max=14.5; sample size=3PI 686040 2022ncai04 SD
321401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR14min=10.5; max=16.5; sample size=8PI 506258 2022ncai04 SD
331401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR14min=11.5; max=17; sample size=15PI 506258 2022ncai03 SD
341401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR14min=11; max=15.5; sample size=15PI 506258 2022ncai02 SD
351401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR14min=11; max=17; sample size=13PI 506258 2022ncai08 SD
361614751PI 619060 'I015011'Zea mays L. subsp. mays United StatesEAR14min=12; max=16; sample size=160PI 619060 2022ncai01 SD
371614754PI 619063 'I362697'Zea mays L. subsp. mays United States*Not AvailableEAR14min=12; max=16; sample size=31Difficult to measure because of scattergrain and lack of thrifty ears.PI 619063 2022ncai01 SD
381645568PI 693378 U267YZea mays L. subsp. mays KwaZulu-Natal, South AfricaNot AvailableEAR14min=11; max=16; sample size=43PI 693378 2022ncai01 SD
391867553Ames 30886 Rp1-D X H95(6)Zea mays L. subsp. mays Kansas, United States14min=12; max=15; sample size=12Ames 30886 2022ncai01 SD
401867560Ames 30893 Rp3-A X H95(5)Zea mays L. subsp. mays Kansas, United States14min=11; max=16; sample size=30Ames 30893 2022ncai01 SD
411867564Ames 30897 Rp7 X H95(4)Zea mays L. subsp. mays Kansas, United States14min=7; max=15.5; sample size=50Ames 30897 2022ncai01 SD
421917703PI 671799 BQPM13Zea mays L. subsp. mays Iowa, United StatesEAR14min=11.5; max=16.5; sample size=121PI 671799 2022ncai01 SD
431917705PI 671801 BQPM16Zea mays L. subsp. mays Iowa, United StatesEAR14min=12; max=16; sample size=61PI 671801 2022ncai01 SD
441923725PI 674107 NY195Zea mays L. subsp. mays New York, United StatesEAR14min=11; max=16; sample size=141PI 674107 2022ncai01 SD
452091800Ames 34439 Pa33Zea mays L. subsp. mays Pennsylvania, United StatesHistoric14min=12; max=15; mean=14; sample size=5Ames 34439 2022ncai01 SD
462097013PI 706856 'LH41'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14min=8; max=17; sample size=12PI 706856 2022ncai01 SD
472097016PI 706859 'LH98'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14min=10; max=17; sample size=25PI 706859 2022ncai01 SD
482097018PI 706861 'LH104'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14min=10; max=16; sample size=9PI 706861 2022ncai01 SD
492097019PI 706862 'LH107'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14min=10.5; max=17; sample size=24PI 706862 2022ncai01 SD
501401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR14.5min=11.5; max=16; sample size=12PI 506258 2022ncai10 SD
511445435PI 550499 MP496Zea mays L. subsp. mays Mississippi, United StatesEAR14.5min=9.5; max=16; sample size=73PI 550499 2022ncai01 SD
521584996PI 610223 'NP2213'Zea mays L. subsp. mays Ontario, CanadaEAR14.5min=12; max=17; sample size=115PI 610223 2022ncai01 SD
531619270PI 619417 'PH7CP'Zea mays L. subsp. mays United States*Not AvailableEAR14.5min=12; max=16.5; sample size=62PI 619417 2022ncai01 SD
541622544PI 619600 'CI9805'Zea mays L. subsp. mays United StatesEAR14.5min=12.5; max=18.5; sample size=176PI 619600 2022ncai02 SD
551867557Ames 30890 Rp1-JF69 X H95(7)Zea mays L. subsp. mays Kansas, United States14.5min=11.5; max=17; sample size=28Ames 30890 2022ncai01 SD
562097014PI 706857 'LH43'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR14.5min=9; max=16.5; sample size=17PI 706857 2022ncai01 SD
571084260PI 587133 'P39'Zea mays L. subsp. mays Indiana, United States*Not AvailableEAR15min=13; max=15; sample size=8PI 587133 2022ncax01 SD
581170386PI 601325 'SX-4-5'Zea mays L. subsp. mays Ohio, United StatesNot AvailableEAR15min=9.5; max=17.5; sample size=43PI 601325 2022ncai01 SD
591189693PI 686040 'Ab408'Zea mays L. subsp. mays Alabama, United States*Not AvailableEAR15min=11; max=16.5; sample size=8PI 686040 2022ncai01 SD
601401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, NigeriaEAR15min=11.5; max=18; sample size=12PI 506258 2022ncai01 SD
611401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR15min=12; max=17; sample size=8PI 506258 2022ncai07 SD
621605849PI 614857 'NR401'Zea mays L. subsp. mays Nebraska, United StatesEAR15min=12.5; max=17; sample size=121PI 614857 2022ncai01 SD
631606073PI 614864 'JCR503'Zea mays L. subsp. mays United StatesEAR15min=12; max=17.5; sample size=158PI 614864 2022ncai01 SD
641610338PI 615567 'NP2174'Zea mays L. subsp. mays Wisconsin, United States*Not AvailableEAR15min=12; max=15.5; sample size=61PI 615567 2022ncai01 SD
651614753PI 619062 'I014738'Zea mays L. subsp. mays United StatesEAR15min=13; max=16.5; sample size=135PI 619062 2022ncai01 SD
661867555Ames 30888 Rp1-J X H95(5)Zea mays L. subsp. mays Kansas, United States15min=14; max=16; sample size=14Ames 30888 2022ncai01 SD
671867556Ames 30889 Rp1-JD4 X H95(5)Zea mays L. subsp. mays Kansas, United States15min=12; max=17; mean=15; sample size=33Ames 30889 2022ncai01 SD
681917700PI 671796 BQPM10Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR15min=14; max=18; sample size=12PI 671796 2022ncai03 SD
691921843PI 673348 BQPM15Zea mays L. subsp. mays Iowa, United StatesEAR15min=9.5; max=18; sample size=70PI 673348 2022ncai01 SD
702091822Ames 34461 SWN 3Zea mays L. subsp. mays North Dakota, United States15min=11.5; max=18; sample size=24Ames 34461 2022ncai01 SD
712097009PI 706852 'LH38 WX'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR15min=11; max=17.5; sample size=20PI 706852 2022ncai01 SD
722097017PI 706860 'LH102'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR15min=11; max=16.5; sample size=14PI 706860 2022ncai01 SD
731610338PI 615567 'NP2174'Zea mays L. subsp. mays Wisconsin, United StatesEAR15.5min=10; max=17; sample size=98PI 615567 2022ncai02 SD
741614745PI 619054 'I181664'Zea mays L. subsp. mays United StatesEAR15.5min=13.5; max=18; sample size=139PI 619054 2022ncai01 SD
751619258PI 619405 'PH7CH'Zea mays L. subsp. mays United StatesEAR15.5min=10.5; max=19; sample size=101PI 619405 2022ncai01 SD
761619270PI 619417 'PH7CP'Zea mays L. subsp. mays United StatesEAR15.5min=13; max=17.5; sample size=134PI 619417 2022ncai02 SD
771622544PI 619600 'CI9805'Zea mays L. subsp. mays United States*Not AvailableEAR15.5min=14; max=17; sample size=24PI 619600 2022ncai01 SD
781867558Ames 30891 Rp1-JFC X H95(5)Zea mays L. subsp. mays Kansas, United States15.5min=11.5; max=17; sample size=14Ames 30891 2022ncai01 SD
791867567Ames 30900 Rp-G5JC X H95(5)Zea mays L. subsp. mays Kansas, United States15.5min=12.5; max=17; sample size=36Ames 30900 2022ncai01 SD
801401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR15.8min=14; max=17.5; sample size=8PI 506258 2022ncai06 SD
811558423PI 686063 'IDS91'Zea mays L. subsp. mays Iowa, United States*Not Available15.8min=15.5; max=16; sample size=2PI 686063 2022ncax01 SD
821082752PI 587140 'A632'Zea mays L. subsp. mays Minnesota, United States*Not AvailableKERNELS16min=14.5; max=18; sample size=5PI 587140 2022ncax01 SD
831082767PI 587124 'CM105'Zea mays L. subsp. mays Manitoba, Canada*Not AvailableKERNELS16min=12.5; max=18.5; sample size=8PI 587124 2022ncax01 SD
841157410PI 601009 'PHB47'Zea mays L. subsp. mays Minnesota, United States*Not AvailableEAR16min=12.5; max=18; sample size=11PI 601009 2022ncax01 SD
851189693PI 686040 'Ab408'Zea mays L. subsp. mays Alabama, United States*Not AvailableEAR16min=15; max=17; sample size=6PI 686040 2022ncai05 SD
861401194PI 506258 Tzi 30Zea mays L. subsp. mays Oyo, Nigeria*Not AvailableEAR16min=15; max=17; sample size=11PI 506258 2022ncai09 SD
871614754PI 619063 'I362697'Zea mays L. subsp. mays United StatesEAR16min=12; max=18; mean=16; sample size=120May be wider distribution but scattergrain makes it difficult to judge.PI 619063 2022ncai02 SD
881617491PI 619193 'LH239'Zea mays L. subsp. mays United StatesEAR16min=13; max=19; sample size=132PI 619193 2022ncai01 SD
891619273PI 619420 'PH581'Zea mays L. subsp. mays United States*Not AvailableEAR16min=14; max=18; sample size=56PI 619420 2022ncai01 SD
901867562Ames 30895 Rp4-B X H95(3)Zea mays L. subsp. mays Kansas, United States16min=13; max=18; sample size=36Ames 30895 2022ncai01 SD
911867571Ames 30904 Rp-JC13a X H95(4)Zea mays L. subsp. mays Kansas, United States16min=13; max=18; sample size=37Ames 30904 2022ncai01 SD
921917701PI 671797 BQPM11Zea mays L. subsp. mays Iowa, United StatesEAR16min=13.5; max=18.5; sample size=140PI 671797 2022ncai01 SD
932097020Ames 35051 'LH108'Zea mays L. subsp. mays Iowa, United StatesNot Available16min=13.5; max=18; sample size=14Ames 35051 2022ncai01 SD
942097023PI 705757 'LH170'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR16min=15; max=19; sample size=24PI 705757 2022ncai01 SD
951613197PI 618593 'LH310'Zea mays L. subsp. mays United StatesEAR16.5min=13; max=20; sample size=73PI 618593 2022ncai01 SD
961619276PI 619422 'PH77V'Zea mays L. subsp. mays United StatesEAR16.5min=8.5; max=18.5; sample size=102PI 619422 2022ncai01 SD
971622545PI 619601 'W60028'Zea mays L. subsp. mays United StatesEAR16.5min=13; max=18.5; sample size=114PI 619601 2022ncai01 SD
981917702PI 671798 BQPM12Zea mays L. subsp. mays Iowa, United StatesEAR16.5min=9.5; max=18; sample size=35PI 671798 2022ncai01 SD
991613198PI 618594 'LH320'Zea mays L. subsp. mays United StatesEAR17min=13; max=20; sample size=115PI 618594 2022ncai01 SD
1001619259PI 619406 'PH5TG'Zea mays L. subsp. mays United StatesEAR17min=13; max=20.5; sample size=124PI 619406 2022ncai02 SD
1011619259PI 619406 'PH5TG'Zea mays L. subsp. mays United States*Not AvailableEAR17min=14.5; max=18.5; sample size=30PI 619406 2022ncai01 SD
1021619268PI 619415 'PH6WG'Zea mays L. subsp. mays United States*Not AvailableEAR17min=15.5; max=18.5; sample size=33PI 619415 2022ncai01 SD
1031619273PI 619420 'PH581'Zea mays L. subsp. mays United StatesEAR17min=14; max=18.5; sample size=165PI 619420 2022ncai02 SD
1041619278PI 619424 'PH5WB'Zea mays L. subsp. mays United States*Not AvailableEAR17min=13; max=20.5; sample size=39PI 619424 2022ncai01 SD
1051622536PI 619595 'PH6JM'Zea mays L. subsp. mays Missouri, United States*Not AvailableEAR17min=15; max=18; mean=17; sample size=35PI 619595 2022ncai01 SD
1061622536PI 619595 'PH6JM'Zea mays L. subsp. mays Missouri, United StatesEAR17min=15; max=20; sample size=127PI 619595 2022ncai02 SD
1071917700PI 671796 BQPM10Zea mays L. subsp. mays Iowa, United StatesEAR17min=13; max=19; sample size=88PI 671796 2022ncai01 SD
1081917700PI 671796 BQPM10Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR17min=15; max=18.5; sample size=12PI 671796 2022ncai02 SD
1091923727PI 674109 NY215Zea mays L. subsp. mays New York, United StatesEAR17min=13.5; max=19; sample size=71PI 674109 2022ncai01 SD
1101923728PI 674110 NY266Zea mays L. subsp. mays New York, United StatesEAR17min=11; max=19.5; sample size=122PI 674110 2022ncai01 SD
1112091823Ames 34462 SWN 4Zea mays L. subsp. mays North Dakota, United States17min=10.5; max=19; sample size=19Ames 34462 2022ncai01 SD
1122091828Ames 34467 SWN 9 ORZea mays L. subsp. mays New York, United StatesHistoric17min=15; max=19; sample size=7Ames 34467 2022ncai01 SD
1132097021PI 706863 'LH109'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR17min=13; max=19; sample size=22PI 706863 2022ncai01 SD
1141082749PI 587139 'A619'Zea mays L. subsp. mays Minnesota, United States*Not AvailableKERNELS17.5min=11.5; max=20.5; sample size=18PI 587139 2022ncax01 SD
1151084091PI 587130 '4722'Zea mays L. subsp. mays Indiana, United StatesEAR17.5min=13.5; max=20; sample size=105PI 587130 2022ncai01 SD
1161189693PI 686040 'Ab408'Zea mays L. subsp. mays Alabama, United States*Not AvailableEAR17.5min=12; max=19; sample size=15PI 686040 2022ncai02 SD
1171619260PI 619407 'PH4GP'Zea mays L. subsp. mays United StatesEAR17.5min=13; max=20.5; sample size=163PI 619407 2022ncai01 SD
1181619268PI 619415 'PH6WG'Zea mays L. subsp. mays United StatesEAR17.5min=15.5; max=19.5; sample size=140PI 619415 2022ncai02 SD
1191917704PI 671800 BQPM14Zea mays L. subsp. mays Iowa, United StatesEAR17.5min=16; max=20; sample size=96PI 671800 2022ncai01 SD
1202097015PI 706858 'LH171'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR17.5min=13; max=19; sample size=13PI 706858 2022ncai01 SD
1212097022PI 706864 'LH110'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR17.5min=13.5; max=20; sample size=24PI 706864 2022ncai01 SD
1221113715NSL 67791 'Mo306ae'Zea mays L. subsp. mays Missouri, United States18min=12; max=20.5; sample size=22NSL 67791 2022ncai01 SD
1231619278PI 619424 'PH5WB'Zea mays L. subsp. mays United StatesEAR18min=11; max=21; sample size=133PI 619424 2022ncai02 SD
1241706128Ames 28170 A619EZea mays L. subsp. mays Minnesota, United States18min=14.5; max=19; sample size=17Ames 28170 2022ncai01 SD
1251729927PI 648432 58803 Mo17 (Meth) BcS3Zea mays L. subsp. mays Minnesota, United StatesKERNELS18min=15; max=21; sample size=53PI 648432 2022ncai01 SD
1262091826Ames 34465 SWN 7 ORZea mays L. subsp. mays New York, United States18min=15; max=21.5; sample size=43Ames 34465 2022ncai01 SD
1272097011PI 706854 'LH39 WX'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR18min=13; max=20; sample size=9PI 706854 2022ncai01 SD
1282097012PI 706855 'LH40'Zea mays L. subsp. mays Iowa, United States*Not AvailableEAR18min=13; max=21; sample size=19PI 706855 2022ncai01 SD
1291535214Ames 23436 'A449'Zea mays L. subsp. mays Minnesota, United States19min=12; max=22; mean=19; sample size=38Ames 23436 2022ncai01 SD
1301619256PI 619403 'PH6WR'Zea mays L. subsp. mays United States*Not AvailableEAR19min=13; max=21.5; sample size=24PI 619403 2022ncai01 SD
1312091824Ames 34463 SWN 5Zea mays L. subsp. mays North Dakota, United States19min=9; max=21; sample size=21Ames 34463 2022ncai01 SD
1322091829Ames 34468 LH 39 CrossZea mays L. subsp. mays New York, United States19min=13; max=21; sample size=11Ames 34468 2022ncai01 SD
1331613195PI 618591 'LH254'Zea mays L. subsp. mays United States*Not AvailableEAR20min=16.5; max=23.5; sample size=32PI 618591 2022ncai01 SD
1342091820Ames 34459 SWN 1 ORZea mays L. subsp. mays Illinois, United States20min=18; max=23; sample size=35Ames 34459 2022ncai01 SD
1351613195PI 618591 'LH254'Zea mays L. subsp. mays United StatesEAR21min=16; max=23; sample size=108PI 618591 2022ncai02 SD