10.60507/FK2/OX9XTM Chong, Yue Linn Yue Linn Chong https://orcid.org/0000-0002-5851-953X University of Bonn bonndata 2025 Agricultural Sciences Computer and Information Science Other Chong, Yue Yue Chong University of Bonn 2025-03-10 2025-07-16 2025-11-13 10.1038/S41597-025-06462-Y 10.60507/FK2/OX9XTM/CEFQFD 10.60507/FK2/OX9XTM/YBLHES 10.60507/FK2/OX9XTM/AZLP1I 10.60507/FK2/OX9XTM/PC8NUW 10.60507/FK2/OX9XTM/YNSFYT 10.60507/FK2/OX9XTM/MT9VA3 10.60507/FK2/OX9XTM/W8SAHF 10.60507/FK2/OX9XTM/M83960 10.60507/FK2/OX9XTM/COXOLY 10.60507/FK2/OX9XTM/RSB7SJ 10.60507/FK2/OX9XTM/L4EAGP 10.60507/FK2/OX9XTM/H3ZXJO 10.60507/FK2/OX9XTM/3PM83T 10.60507/FK2/OX9XTM/87GK34 10.60507/FK2/OX9XTM/B319SI 10.60507/FK2/OX9XTM/7AQVER 10.60507/FK2/OX9XTM/PL3XAQ 10.60507/FK2/OX9XTM/SYNN4F 10.60507/FK2/OX9XTM/KPEO9X 10.60507/FK2/OX9XTM/LCCU33 10.60507/FK2/OX9XTM/SAJXJJ 10.60507/FK2/OX9XTM/AYETSY 10.60507/FK2/OX9XTM/M9RUN6 10.60507/FK2/OX9XTM/9SA6IY 10.60507/FK2/OX9XTM/GYRS1L 10.60507/FK2/OX9XTM/DXJXIL 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10.60507/FK2/OX9XTM/ICGSE5 10.60507/FK2/OX9XTM/WDHOQY 10.60507/FK2/OX9XTM/PITNXD 10.60507/FK2/OX9XTM/9ODFEX 10.60507/FK2/OX9XTM/VLCSRS 10.60507/FK2/OX9XTM/AK2VIF 10.60507/FK2/OX9XTM/UG1OPY 10.60507/FK2/OX9XTM/WREYEI 10.60507/FK2/OX9XTM/YWRXBW 10.60507/FK2/OX9XTM/BFLR95 10.60507/FK2/OX9XTM/EIJ7JO 10.60507/FK2/OX9XTM/LQJDYZ 10.60507/FK2/OX9XTM/KJHASM 10.60507/FK2/OX9XTM/YEE1QG 10.60507/FK2/OX9XTM/JG5BQO 10.60507/FK2/OX9XTM/RFNTNU 10.60507/FK2/OX9XTM/LDRVHO 10.60507/FK2/OX9XTM/CEBODL 10.60507/FK2/OX9XTM/3UDCBL 10.60507/FK2/OX9XTM/EYVGJ1 10.60507/FK2/OX9XTM/EYTUIY 10.60507/FK2/OX9XTM/UKBGBL 10.60507/FK2/OX9XTM/ZTDTJK 10.60507/FK2/OX9XTM/CEJ44M 10.60507/FK2/OX9XTM/AUA8AQ 10.60507/FK2/OX9XTM/1WQFXU 10.60507/FK2/OX9XTM/JUSBSI 10.60507/FK2/OX9XTM/RRXG5A 10.60507/FK2/OX9XTM/HA7TPZ 10.60507/FK2/OX9XTM/DYWAQU 10.60507/FK2/OX9XTM/FS9O39 10.60507/FK2/OX9XTM/QKB7HF 10.60507/FK2/OX9XTM/UWYYKF 10.60507/FK2/OX9XTM/YI4BAT 10.60507/FK2/OX9XTM/N8IYID 10.60507/FK2/OX9XTM/EV5OHJ 10.60507/FK2/OX9XTM/TYOEFS 10.60507/FK2/OX9XTM/BDQQR8 10.60507/FK2/OX9XTM/CNKKLM 10.60507/FK2/OX9XTM/8NHEUG 10.60507/FK2/OX9XTM/FWWMGK 10.60507/FK2/OX9XTM/KZVVNB 10.60507/FK2/OX9XTM/FRODCZ 10.60507/FK2/OX9XTM/U5EVCD 10.60507/FK2/OX9XTM/65A9DA 10.60507/FK2/OX9XTM/BL7B4H 10.60507/FK2/OX9XTM/DHPH66 10.60507/FK2/OX9XTM/RLOKH9 10.60507/FK2/OX9XTM/N6QTDZ 10.60507/FK2/OX9XTM/F8DNLA 10.60507/FK2/OX9XTM/CBPHAM 10.60507/FK2/OX9XTM/3JEE0L 10.60507/FK2/OX9XTM/TOGCB6 10.60507/FK2/OX9XTM/89HWHJ 10.60507/FK2/OX9XTM/YFZ0CB 10.60507/FK2/OX9XTM/KXIXKP 10.60507/FK2/OX9XTM/CRWL37 10.60507/FK2/OX9XTM/CYF60J 10.60507/FK2/OX9XTM/X7I3WP 10.60507/FK2/OX9XTM/8UTT1F 10.60507/FK2/OX9XTM/TGADO3 10.60507/FK2/OX9XTM/YI7W7X 10.60507/FK2/OX9XTM/DNWHV0 10.60507/FK2/OX9XTM/FO8ARH 10.60507/FK2/OX9XTM/T4X7B2 10.60507/FK2/OX9XTM/NZ1GRO 10.60507/FK2/OX9XTM/TFLQFR 10.60507/FK2/OX9XTM/UCERNP 10.60507/FK2/OX9XTM/XTIXVN 10.60507/FK2/OX9XTM/0GQECZ 10.60507/FK2/OX9XTM/URKZLD 10.60507/FK2/OX9XTM/BZIJWW 10.60507/FK2/OX9XTM/NCT8QR 10.60507/FK2/OX9XTM/EBWYOZ 10.60507/FK2/OX9XTM/SPFX2H 10.60507/FK2/OX9XTM/WAEZ9A 10.60507/FK2/OX9XTM/W1RQHM 10.60507/FK2/OX9XTM/DBDCW3 10.60507/FK2/OX9XTM/KXVWQ7 10.60507/FK2/OX9XTM/KRBE5K 10.60507/FK2/OX9XTM/NDLYDA 10.60507/FK2/OX9XTM/6MBSAL 10.60507/FK2/OX9XTM/LTCHYT 10.60507/FK2/OX9XTM/UZIRFH 10.60507/FK2/OX9XTM/4CXZNC 10.60507/FK2/OX9XTM/LP9XKA 10.60507/FK2/OX9XTM/R3JCSZ 10.60507/FK2/OX9XTM/N4YAJE 10.60507/FK2/OX9XTM/RFQWHD 10.60507/FK2/OX9XTM/XTQISG 10.60507/FK2/OX9XTM/C7QTFX 10.60507/FK2/OX9XTM/FBEQWU 10.60507/FK2/OX9XTM/ILJEDE 10.60507/FK2/OX9XTM/OYG4XK 10.60507/FK2/OX9XTM/MM56CC 10.60507/FK2/OX9XTM/IMS9UG 10.60507/FK2/OX9XTM/LGMI35 10.60507/FK2/OX9XTM/80LMYK 10.60507/FK2/OX9XTM/7GIKDQ 10.60507/FK2/OX9XTM/EBTU3K 10.60507/FK2/OX9XTM/XVPFUU 10.60507/FK2/OX9XTM/FARJRA 10.60507/FK2/OX9XTM/MLW6TT 10.60507/FK2/OX9XTM/0H8V7C 10.60507/FK2/OX9XTM/8HS4Q0 10.60507/FK2/OX9XTM/GU8X93 10.60507/FK2/OX9XTM/RGJWJQ 10.60507/FK2/OX9XTM/MKLHFB 10.60507/FK2/OX9XTM/AC1TWO 10.60507/FK2/OX9XTM/KBUPBT 10.60507/FK2/OX9XTM/EJK88X 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10.60507/FK2/OX9XTM/AIQKUN 10.60507/FK2/OX9XTM/46BBT8 10.60507/FK2/OX9XTM/LVIQ2Z 10.60507/FK2/OX9XTM/W01OR3 10.60507/FK2/OX9XTM/77JPMZ 10.60507/FK2/OX9XTM/SKDBHV 10.60507/FK2/OX9XTM/YXEOB0 10.60507/FK2/OX9XTM/BB8KV2 10.60507/FK2/OX9XTM/G2182K 10.60507/FK2/OX9XTM/WOEHIF 10.60507/FK2/OX9XTM/CYGMPU 10.60507/FK2/OX9XTM/DC99WE 10.60507/FK2/OX9XTM/WDIGPN 10.60507/FK2/OX9XTM/XVWGHS 10.60507/FK2/OX9XTM/Q6FMIT 10.60507/FK2/OX9XTM/N4M5KT 10.60507/FK2/OX9XTM/27UIAP 10.60507/FK2/OX9XTM/LTD5L4 10.60507/FK2/OX9XTM/CDKKQJ 10.60507/FK2/OX9XTM/2YRROR 10.60507/FK2/OX9XTM/3PGATM 10.60507/FK2/OX9XTM/ESQN2M 10.60507/FK2/OX9XTM/HMM3MQ 10.60507/FK2/OX9XTM/2XNPP2 10.60507/FK2/OX9XTM/SYIAFD 10.60507/FK2/OX9XTM/0HYRQX 10.60507/FK2/OX9XTM/3OVMLA 10.60507/FK2/OX9XTM/HO6UQS 10.60507/FK2/OX9XTM/ISLU7N 10.60507/FK2/OX9XTM/NMA89D 10.60507/FK2/OX9XTM/JJEPAI 10.60507/FK2/OX9XTM/2GSCTP 10.60507/FK2/OX9XTM/EVCK1J 10.60507/FK2/OX9XTM/QHWCY5 10.60507/FK2/OX9XTM/CYKS2M 10.60507/FK2/OX9XTM/9IYOAD 10.60507/FK2/OX9XTM/2BNNR0 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10.60507/FK2/OX9XTM/XY7JXY 10.60507/FK2/OX9XTM/BKCPPO 10.60507/FK2/OX9XTM/3R3VDO 10.60507/FK2/OX9XTM/P7W9AT 10.60507/FK2/OX9XTM/XXJP2I 10.60507/FK2/OX9XTM/JB11GV 10.60507/FK2/OX9XTM/VZ6YKA 10.60507/FK2/OX9XTM/3EW47U 10.60507/FK2/OX9XTM/7M5PUV 10.60507/FK2/OX9XTM/WL8EQA 10.60507/FK2/OX9XTM/VGT5NR 10.60507/FK2/OX9XTM/L12N50 10.60507/FK2/OX9XTM/6KPYEV 10.60507/FK2/OX9XTM/P5H58M 10.60507/FK2/OX9XTM/PAY3IX 10.60507/FK2/OX9XTM/K1E3Q3 10.60507/FK2/OX9XTM/CUANFU 10.60507/FK2/OX9XTM/8TNTDK 10.60507/FK2/OX9XTM/V83UBV 10.60507/FK2/OX9XTM/NWHPRA 10.60507/FK2/OX9XTM/AEFLXX 10.60507/FK2/OX9XTM/3QLZ8S 10.60507/FK2/OX9XTM/EBW9UH 10.60507/FK2/OX9XTM/8CRGVA 10.60507/FK2/OX9XTM/2B6TGF 10.60507/FK2/OX9XTM/QLPU4K 10.60507/FK2/OX9XTM/3TYPHZ 10.60507/FK2/OX9XTM/L1IMED 7341123814 7012577613 4963343130 5052142680 5266346732 4445908800 7180112499 7294763812 8291723205 7767156151 7978505234 8453295890 5186151359 4719240447 5021429451 5031305529 7231990277 6962041433 6385608884 4826134527 4811145215 5402183460 4761167849 9118531485 8667730349 8258797963 7444261194 7232649375 7116759568 4616334917 5212507988 4592465426 5112405814 10711759055 14017598871 13400322920 13900703350 13364160434 13105397183 14035266383 13450903711 13532962897 13775830371 7871860005 12918882533 13224906633 12244561361 12245669185 13008493831 12315130408 13356146464 13983376712 13341997862 12829273871 12535926861 12032900744 12773029974 12745201457 12559309330 12552579190 12922052682 12825023133 12794901557 12770737067 13254279908 3665415912 12380439171 12764416380 12360831600 12574618783 12859901404 12841380142 12554016393 12575878904 12945232783 13071580051 13010842036 13143472845 13176107713 13330667911 13048681519 13167363393 13240398097 12986599107 13061563653 13030701758 9880386492 13508511793 12971277191 12881925360 13386305766 12925880065 12512017049 12967916214 12793472731 12966297530 12793713203 13056133455 13091265929 12753914962 13016872630 13163165067 13081098749 12890309510 13188898612 13335673499 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Commons Attribution 4.0 International License. Phenotyping is crucial for understanding crop trait variation and advancing research, but is currently limited by expensive, labor-intensive monitoring. New phenotypic trait monitoring methods are being proposed to reduce this so-called phenotyping bottleneck via automation. These methods are often data-driven, requiring a dataset recorded with a specific sensor and corresponding reference values for developing novel methods. To this end, we present the MuST-C (Multi-Sensor, multi-Temporal, multiple Crops) dataset, which contains field data from various sensors collected over a growing season, covering six crop species. All data was georeferenced for alignment across sensors and dates. To collect our dataset, we deployed aerial and ground robotic platforms equipped with RGB cameras, LiDARs, and multispectral cameras, aiming to capture a wide variety of modalities and observations from different viewpoints. In addition to sensor data, we also provide manually collected leaf area index and biomass reference measurements. Our dataset enables the development of novel automatic phenotypic trait estimation methods, allows comparisons across different sensors, and generalizability across crop species. German Research Foundation under Germany’s Excellence Strategy EXC-2070 - 390732324 – PhenoRob