From: Synchrotron tomography applications in agriculture and food sciences research: a review
Technique | Material | Purpose/findings | Beamline and beam size (H, mm × V, mm) | Energy (keV) | Resolution (μm) | No of Projection or Increment angle (°) | Exposure per image/total time (s/min) | Field of view mm × mm | Detector/detector pixel | Voxel (mm/μm) | Source to detector(Sr/d) and sample to detector distance (Sl/d), cm | References |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Plants and fruits | ||||||||||||
SR-XTM | Modern and Fossil plants | Internal structure | TOMCAT, Swiss (50 × 4) | 9.9 | 0.35 | 1500 | 0.42/10.5 | 1 × 1.4 | 2560 × 2160 | 400 × 400 × 400 μm | 100(Sl/d) | [19] |
SRPC-μCT | Canola plant | Water and nutrient transport | BMIT-Canadian light source (40 × 5) | 18, 24 | 4.3 | 1800, 5001 | 1/83 | 4 × 10 | 4000 × 2600 | 0.7 × 0.7 × 0.7 mm | 80, 60(Sl/d) | [1] |
SR-μCT | 18 | 8.75 | 1800 | 2.3/69 | 8.5(Sl/d) | |||||||
SR-PCI | Wheat | Fusarium disease detection | 18 | 8.75 | *– | 1 s/– | 4000 × 2600 | 1 × 1 × 1 mm | 80(Sl/d) | [90] | ||
SRP-TM | Live vines of plant | Plant xylem network | ALS, Berkeley CA USA (40 × 4.6) | 10–18 | 4.5 | 720/0.25° | 0.1–1/40 | 8.3 × 18 | 4006 × 2672 | 5 × 5 × 5 μm | 1000 (Sr/d) | [23] |
SR-μCT | Rose peduncles | Effect of SR- X-ray and residence time on quality | BESSY II, Germany (200 × 100) μm | 30, 40, 50 | 4.56 | 1500/0.12° | 1.4, 1.2, 3/35 | 10 × 13 | 512 × 512 | 4.56 × 4.56 × 4.56 μm | 3500(Sr/d) | [27] |
SR-μCT | Wood | Microstructure changes under force and stress | DORIS III, DESY (20 × 3) | 9 | 2 | 720/0.25° | – | 1 × 1 | 1536 × 1024 | 1 mm3 | – | [88] |
SR-μCT | Wood | TOMCAT, SLS | 11 | 2.15 | 720/0.25° | 0.3/12 | 3.58 × 1.2 | 2048 × 2048 | 1.7 × 1.7 × 1.7 μm | 0.7 (Sr/d) | [32] | |
SR-μCT | Wood | Microstructural decay due to fungi | TOMCAT, Swiss | 15 | 20 | 2001 | 0.13/4.2 | 1650 × 1650 μm | 1560 × 2160 | 0.65 × 0.65 × 0.6 μm | 0.5 (Sl/d) | [31] |
SRP-μCT | Wheat | Host Interactions | BMIT-CLS, SK | 20 | 1800 | 0.8/24 | 1 × 1 | 13.12 μm3 | 20 (Sl/d) | [53] | ||
SR-μCT | Tomato leaves | 3D laminography | ID19 of ESRF, France (60 × 15) | 18 | 0.75 | 1200 | 0.5/10 | 1.54 × 1.54 | 2048 × 2048 | 750 × 750 × 750 nm | 35 (Sl/d) | [86] |
CO2 gas exchange in leaf | 20.5 | 0.75 | – | – | 150 × 150 | – | 1.4 × 1.4 × 1.4 μm | 3, 4.5, 10.5, 21.5 (Sl/d) | [89] | |||
SR-μCT | coast redwood samplings | Embolism In the xylem | ALS, Berkeley | 15 | 4.5 | 720/0.25° | 12 min | 5 × 5 | 4006 × 2672 | 175 × 175 × 500 μm | – | [23] |
SR-μCT | Ggrapevine | Xylem vessel refilling | 24 | 0.65 | 1025 | 60 min | 1.7 × 1.7 | – | 0.65 μm3 | – | [107] | |
SR-μCT | Sunflower | Drought-induced embolism in stems | SYRMEP Trieste (120 × 4) | 22 | 2.0 | 2048/1° | 250 ms/6 min | – | – | – | 10 (sl/d) | [20] |
SR-μCT | Ggrapevine | Visualizations of Drought-Induced Embolism | ALS, Berkeley (251 × 8) µm | 15 | 4.5 | 720/0.25° | 25 min | – | 4006 × 2672 | – | – | [21] |
SRP-μCT | Submerged leaves | visualise gas films on submerged leaves of common cordgrass | TOMCAT | 12 | 0.375 | 2001 | 10 min | 2048 × 2048 | 0.375 × 0.375 × 0.375 μm | 1.4–4.0(sl/d) | [25] | |
SR-PCI | Woody herbaceous plant leaves | With iodine contrast agent | APS,IL USA 207 × 15 μm | 7–20 | 1.66 | – | 0.4/- | 5 × 5 | 2048 × 2048 | – | 5500 (Sr/d) 1–10 (Sl/d) | [108] |
10–60 | 3.56 | – | 1.7/- | 1392 × 1040 | – | 5500 (Sr/d) 1–20 (Sl/d) | ||||||
Seeds | ||||||||||||
SR-inline phase TM | Maize | Internal changes in feature | ID19, ESRF (60 × 15) μm | 17.6 | 5 | 1000 | 50 s/20 min | – | 2048 × 2048 | 5 × 5 × 5 μm | 100 (Sl/d) | [26] |
SR-XTM | Arabidopsis | Intercellular void network | 21 | 0.3 | 800/0.225° | 2 s/26 min | 0.6 × 0.6 | – | 5 × 5 × 5 μm | 14,500(Sr/d)and 1.3, 3.3, 6.3, 10.3(Sl/d) | [2] | |
HXRTM | Fossils & modern horse gram | Seed coat thinning with time | I132 of DLS UK (14.5 × 19) μm | 15 | – | 4000 | 0.15, 0.2, 0.25 s/16 min | – | 5120 × 5120 | 1 × 1 × 1 mm | 0.5 | [30] |
SRP-μCT | Rapeseeds | Distribution of storage oils | ESRF, Grenoble (200 × 200) µm | 19 | 0.75 | 1200 | 0.1 s/2 min | – | – | 0.74 μm3 | 9 (Sl/d) | [86] |
SR-XTM | Fossil seeds | Internal features of fossil flowers | TOMCAT, Swiss | 10, 12 | 0.37, 0.65, 0.74 | 570–660 | – | 0.85 × 30.7 | 10 × 20 μm | 0.65 × 0.65 × 0.65 μm | – | [84] |
SRP-μCT | Fossil flowers | Cretaceous fossil inflorescence | BM05 ESRF | 20 | 0.75 | 4000 | 1.2 s/80 min | FReLoN 8.8 μm | 2(Sl/d) | [75] | ||
SRP-nCT | Fossil flowers | Cretaceous fossil inflorescence | ID22-NI ESRF | 29.5 | 0.76 | 2000 | 0.8 s | FReLoN 20 μm | 4.7, 4.8, 5.2, 6.2 (Sl/d) | [75] | ||
Soil and roots | ||||||||||||
SRP-μCT | Barley root hair in soil | Importance of root hairs on pore structure development at the root-soil interface | I13 DLS UK (1.7 × 1.7) | 15 to 21 | 1.6 | 1601 | 0.15 s/ 4 min | 4 9 × 3.5 | 2560 × 2560 | 2 × 2 × 1 mm | 6.35(Sl/d) | [41] |
SR-μCT | soil aggregation | Soil aggregation in an Ultisol | BL13W1, SSRF, Shanghai (50 × 5) | 28 | 9 | 430 | – | 2.70 × 3.2 | 1052 × 1052 | 9 × 9 × 9 μm | – | [34] |
SR-μCT | Ultisol under Wetting and drying | Intra-aggregate microstructure | 24 | 3.7 | 1300/0.10° | 1.8/39 | – | 1700 × 1700 | 541 × 541 × 541 | – | [35] | |
SR-μCT | Quantification of aggregate | Effect of vegetation on strcture | 24 | 3.25 | 550 | 30 s | 2048 × 2048 | 3.25 × 3.25 × 3.25 | 12 (sr/sl) | [95] | ||
SR-μCT | Two soil types of states USA | Characterization of soil microaggregates | ALS, Berkeley (251 µm × 8 µm) | 11 | 20 | 1800 | 1/30 | – | – | 325 nm | 0.8 (Sl/d) | [38] |
SR-μCT | Soil | Flow of sand | APS, 6.0 (50 × 5) | 33.70 | 17.1 | 720/0.25° two pass | 1.4/16 | 11.1 × 3.6 | 1317 × 1335 | 650 × 650 × 211 mm | – | |
APS 1.5 (1.5 × 1) and (200 × 40) µm | 33.69 | 6.7 | 5/60 | 4.39 × 3.45 | 1300 × 1330 | 658 × 658 × 517 mm | – | |||||
SR-μCT (KI contras) | Sand | Water content on compaction | BL13W1 SSRF | 20 | 0.65 | 1200 | –/150 | 13 × 13 | 2048 × 2048 | 0.65 × 0.65 × 0.65 μm | – | [36] |
SR-μCT at K-edge | Soil | Locate organic matter | HARWI II, Germany (50 × 10) | 30, 70, 78 | 9.77 | – | – | – | 4.89 μm | 3.8 × 3.5 × 3.30 mm | – | [109] |
SR-μCT | Two soil types | 3D pore network of grassland and tilled soil | DESY, Germany | Tilled: 21.5, grassland: 24 | 3.2, 5.4 | 0.5° | – | – | 1536 × 1024 | 400 × 400 × 400 | – | [76] |
SR-XTM | Soil-root | Growth of wheat root hairs | TOMCAT | 20 | 1.0 | 1501 | – | 500 × 500 × 500 | – | [24] | ||
Food | ||||||||||||
HRXTM | Soft cereal foods | Impact of protein reinforcement on the deformation | BM05, ESRF, Grenoble | 19 | 11 × 11 | – | 2 s | 11 × 22 5 × 10 1 × 2 | 2016 × 2016 | 11 μm 5.5 μm 1.1 μm | – | [102] |
SR-XTM | Bread | Bubble growth and foam setting | 18 | – | 400 | 0.02/0.13 | 628 × 628 × 256 mm | [44] | ||||
SR-XTM | Pome Fruits (apple, pear) | Gas network architecture | ID15 EPSRF (3.2 × 3.2) | 25 | 2.5 | 900 | 1/0.5 | 2048 × 2048 | 1.9 μm3 | 3800(Sr/d) | [110] | |
SR-PCI | Characterization of fruit tissue | ID19, EPSRF | 18 | – | 700 | – | 0.7 × 0.5x 1 mm3 | - | 0.95 μm3 | 20.7 | [74] | |
SR-μCT, SRP-μCT | Gas exchange pathways | 18 | 1.4, 5.1 PCI: 0.7 | 1200 | 0.5/10 | 1.43 × 1.43 | 2048 × 2048 | 712 nm | 10,000 (Sr/d), 3.5 (Sl/d) | [86] | ||
SR-μCT | Extruded cereal & biscuit | Internal structure | 17.6 | 6.5, 7.5, 16.2, 25.8 | 2000–5000 | 0.2/15 | – | 2048 × 2048 | 7.5 μm (2048 × 2048 × 1024) | – | [46] | |
SR-μCT | Noodle dough | Characterization of bubbles | BMIT CLS | 25 | 8.75 | 600/0.30 | 0.04/1.10 | – | 4000 × 248 pixels | 10–97 voxel | 80 (Sl/d) | [101] |
SR-μCT | Ice cream | Temp dependence microstructure | (I13-2) DLS, U.K | 15 to 30 | 0.8 | 900 | 0.1/1.5 | – | 2560 × 2160 pixel | 2 k × 2 k × 2 k | 3.5 (Sl/d) | [45] |
SRP-μCT | 15 to 30 | 3601 | 0.1/6 | – | [105] | |||||||
SR-μCT | Wheat flour | Bubble size distribution in dough | BMIT-BM 05B1-1 CLS, SK 40 × 5 mm | 18 | 8.75 | 350/1.5° | 0.2/2 | – | 530 × 2530 | 7–25 voxels | 147 (Sl/d) 2620 (Sr/d) | [77] |
SR-μCT | Coffee Beans | Voids/pore volume distribution of green and roasted coffee beans | SYRMEP, Trieste (Italy) | 19, 20 | 4.5 | 1440/0.1250 | – | 18 × 12 | 4008 × 2672 | 1 mm3 | 20 (Sl/d) | [47] |
SR-μCT | Chocolate | Migration pathways through cracks and voids | (DESY) Hamburg | 13 | 1.0 | 1800 | 1/20 | 1.8 × 1.8 mm | 3056 × 3056 | 100 μm | – | [48] |
SRP-μCT | Fish | Histology | APS, ANL USA | 13.8, 16.2 | 1.43 | 2048 | 20/20 | – | – | 0.743 μm3 | 3 (Sl/d) | [103] |