Exploring Phenological and Agronomic Parameters of Greek Lentil Landraces for Developing Climate-Resilient Cultivars Adapted to Mediterranean Conditions
Abstract
1. Introduction
2. Materials and Methods
2.1. Plant Material
2.2. Study Location, Experimental Design, and Crop Management
2.3. Sampling, Measurements, and Methods
2.4. Statistical Analysis
3. Results
3.1. Phenological Parameters
3.2. Plant Population and Yield Performance
3.3. Yield-Related Parameters
3.4. Seed Physical and Quality Parameters
3.5. Principal Component Analysis (PCA) of Evaluated Parameters
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| BY | Biological yield |
| HI | Harvest index |
| LAP | Leaf area per plant |
| NP | Number of plants at harvest |
| NBP | Number of branches per plant |
| NPP | Number of pods per plant |
| NSP | Number of seeds per pod |
| PCA | Principal component analysis |
| PH | Plant height |
| SD | Seed diameter |
| SY | Seed yield |
| SYL | Seed yield loss |
| SYP | Seed yield per plant |
| SPC | Seed protein content |
| SYLP | Seed yield loss percentage |
| TF | Time to flowering |
| TM | Time to maturity |
| TSW | Thousand seed weight |
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| Genotype | Accession Number | Landrace/Cultivar Name | Date of Collection | Collecting Institute | Region | Collecting Site | ||
|---|---|---|---|---|---|---|---|---|
| ID | Genotype Class | Seed Size | ||||||
| DOM_Ldr | Landrace | Large Seed | - | - | 2017 | Laboratory of Agronomy, Agricultural University of Athens | Central Greece | Domokos, Fthiotis |
| LA2 large | Landrace | Large Seed | PI 297749 | ILL 281 | 12 May 1964 | Western Regional Plant Introduction Station, USDA-ARS | Thessaly | Larissa |
| APK_Ldr | Landrace | Small Seed | - | - | 2017 | Laboratory of Agronomy, Agricultural University of Athens | Peloponnese | Arkadia |
| BEL | Landrace | Small Seed | K-095/06 | - | 22 September 2006 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Western Macedonia | Velanidia, Kozani |
| CHR | Landrace | Small Seed | LENS 65 | LENS 65 | 1942 | Leibniz Institute of Plant Genetic and Crop Plant Research | Peloponnese | Chrysovitsi, Arkadia |
| DIG | Landrace | Small Seed | IK-100/06 | - | 25 September 2006 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Ionian Islands | Digaleto, Kefallinia |
| DIL | Landrace | Small Seed | GRC1766/04 | - | 8 August 2004 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Thessaly | Dilofo, Larissa |
| EGL | Landrace | Small Seed | PI 633933 | G075 | 9 September 1999 | Western Regional Plant Introduction Station, USDA-ARS | Ionian Islands | Englouvi, Lefkada |
| EGL_Ldr | Landrace | Small Seed | - | - | 2019 | Laboratory of Agronomy, Agricultural University of Athens | Ionian Islands | Englouvi, Lefkada |
| GER | Landrace | Small Seed | HL-164/07 | - | 8 July 2007 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Crete | Tzermiado, Lasithi |
| GYT | Landrace | Small Seed | LENS 47 | LENS 47 | 1942 | Leibniz Institute of Plant Genetic and Crop Plant Research | Peloponnese | Polovitsa, Lakonia |
| IER | Landrace | Small Seed | LENS 83 | LENS 83 | 1942 | Leibniz Institute of Plant Genetic and Crop Plant Research | Crete | Ierapetra, Lasithi |
| KOR | Landrace | Small Seed | PI 297765 | ILL 297 | 12 May 1964 | Western Regional Plant Introduction Station, USDA-ARS | Western Macedonia | Korynos, Kastoria |
| KOZ | Landrace | Small Seed | LENS 7 | LENS 7 | 1941 | Leibniz Institute of Plant Genetic and Crop Plant Research | Western Macedonia | Monastiraki, Kozani |
| LA1 | Landrace | Small Seed | PI 297739 | ILL 271 | 12 May 1964 | Western Regional Plant Introduction Station, USDA-ARS | Thessaly | Larissa |
| LAX | Landrace | Small Seed | F-173/06 | - | 4 October 2006 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Western Macedonia | Lachanokipoi, Kastoria |
| MOL | Landrace | Small Seed | PI 297790 | ILL 322 | 12 May 1964 | Western Regional Plant Introduction Station, USDA-ARS | Ionian Islands | Molle, Kefallinia |
| MOL_Ldr | Landrace | Small Seed | - | - | 2017 | Laboratory of Agronomy, Agricultural University of Athens | Ionian Islands | Molle, Kefallinia |
| PRG | Landrace | Small Seed | PI 297789 | ILL 321 | 12 May 1964 | Western Regional Plant Introduction Station, USDA-ARS | Ionian Islands | Pyrgi, Kefallinia |
| PTO | Landrace | Small Seed | LENS 4 | LENS 4 | 1941 | Leibniz Institute of Plant Genetic and Crop Plant Research | Western Macedonia | Agricultural Experimental Station of Ptolemaida, Kozani |
| RIZ | Landrace | Small Seed | P-118/06 | - | 25 August 2006 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Peloponnese | Riza, Lakonia |
| TSO | Landrace | Small Seed | K-106/06 | - | 23 September 2006 | Institute of Plant Breeding and Genetic Resources, ELGO-Dimitra | Western Macedonia | Tsotyli, Kastoria |
| ELPm | Cultivar | Large Seed | - | ELPIDA | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 19 September 2016) | - | - |
| IKAm | Cultivar | Large Seed | - | IKARIA | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 27 July 1990) | - | - |
| THEm | Cultivar | Large Seed | - | THESSALIA | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 7 March 1986) | - | - |
| ARK | Cultivar | Small Seed | LENS 235 | ARCADIA | 1989 | Leibniz Institute of Plant Genetic and Crop Plant Research (Donor: Institute of Industrial and Forage Crops, ELGO-Dimitra) (commercial cultivar—registration date: 7 March 1986) | - | - |
| ARX | Cultivar | Small Seed | LENS 234 | ARACHOVA | 1989 | Leibniz Institute of Plant Genetic and Crop Plant Research (Donor: Institute of Industrial and Forage Crops, ELGO-Dimitra) (commercial cultivar—registration date: 7 March 1986) | - | - |
| ATHm | Cultivar | Small Seed | - | ATHENA | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 29 December 2006) | - | - |
| DIMm | Cultivar | Small Seed | - | DIMITRA | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 7 March 1986) | - | - |
| PEL | Cultivar | Small Seed | LENS 237 | PELASGIA | 1989 | Leibniz Institute of Plant Genetic and Crop Plant Research (Donor: Institute of Industrial and Forage Crops, ELGO-Dimitra) (commercial cultivar—registration date: 7 March 1986) | - | - |
| SAMm | Cultivar | Small Seed | - | SAMOS | 2019 | Institute of Industrial and Forage Crops, ELGO-Dimitra (commercial cultivar—registration date: 27 July 1990) | - | - |
| Genotype | Stem: Anthocyanin Coloration | Leaflet: Size | Leaflet: Shape | Flower: Color of Standard | Flower: Violet Stripes of Standard | Seed: Main Color | Seed: Pattern of Secondary Color * | ||
|---|---|---|---|---|---|---|---|---|---|
| ID | Genotype Class | Seed Size | |||||||
| DOM_Ldr | L | LS | Present | Large | Elliptic | Pink-Blue | Present | Green-Pink | Absent |
| LA2 large | L | LS | Absent | Large | Elliptic | White | Present | Green-Pink | Absent |
| APK_Ldr | L | SS | Present | Medium | Elliptic | Pink-Blue | Present | Green-Pink | Absent + Blotched |
| BEL | L | SS | Present | Small | Elliptic | Pink-Blue | Present | Green-Pink | Absent |
| CHR | L | SS | Present | Medium | Elliptic | White | Present | Pink-Green | Absent |
| DIG | L | SS | Absent | Medium | Elliptic | Blue | Present | Pink-Green | Absent + Marbled |
| DIL | L | SS | Absent | Large | Elliptic | White | Present | Green | Absent |
| EGL | L | SS | Absent | Medium | Elliptic | White | Present | Green-Pink | Absent |
| EGL_Ldr | L | SS | Absent | Medium | Elliptic | White | Present | Green-Pink | Absent + Blotched + Marbled-Blotched |
| GER | L | SS | Present | Medium | Elliptic | White | Present | Green | Absent |
| GYT | L | SS | Absent | Large | Elliptic | Pink-Blue | Present | Green | Absent |
| IER | L | SS | Absent | Medium | Obovate | White | Present | Green | Absent + Blotched + Marbled-Blotched |
| KOR | L | SS | Absent | Small | Elliptic | Pink-Blue | Present | Green | Absent |
| KOZ | L | SS | Present | Small | Elliptic | Pink-Blue | Present | Green | Absent |
| LA1 | L | SS | Absent | Medium | Elliptic | White | Absent | Greenish Yellow | Absent |
| LAX | L | SS | Absent | Small | Elliptic | Pink-Blue | Present | Pink-Green | Absent + Blotched |
| MOL | L | SS | Present | Medium | Elliptic | Pink-Blue | Present | Pink-Green | Absent + Blotched |
| MOL_Ldr | L | SS | Absent | Medium | Elliptic | Blue-Pink | Present | Pink-Green | Absent + Blotched |
| PRG | L | SS | Absent | Medium | Elliptic | White | Present | Pink-Green | Absent |
| PTO | L | SS | Absent | Medium | Obovate | White | Present | Green | Absent |
| RIZ | L | SS | Absent | Small | Obovate | Pink-Blue | Present | Green | Absent + Blotched + Spotted + Marbled |
| TSO | L | SS | Present | Medium | Obovate | Pink-Blue | Present | Pink-Green | Absent |
| ELPm | C | LS | Absent | Medium–Large | Elliptic | White | Present | Green | Absent |
| IKAm | C | LS | Absent | Large | Elliptic | White | Present | Green | Absent |
| THEm | C | LS | Absent | Medium–Large | Elliptic | White | Present | Pink-Green | Absent |
| ARK | C | SS | Absent | Medium | Elliptic | White | Present | Green | Absent |
| ARX | C | SS | Absent | Medium | Elliptic | Pink-Blue | Present | Pink-Green | Absent |
| ATHm | C | SS | Absent | Medium | Elliptic | Pink-Blue | Present | Green | Absent |
| DIMm | C | SS | Absent | Medium | Elliptic | White | Present | Pink-Green | Absent |
| PEL | C | SS | Absent | Medium | Elliptic | White | Absent | Green-Pink | Absent |
| SAMm | C | SS | Present | Medium | Elliptic | White | Present | Green | Absent |
| Time to Flowering (TF; Days After Sowing to Flowering) | Time to Maturity (TM; Days After Sowing to Maturity) | |||
|---|---|---|---|---|
| Year | ||||
| 2020/2021 | 146.9 ± 2.0 b | 193.5 ± 0.5 b | ||
| 2021/2022 | 159.7 ± 1.5 a | 208.0 ± 0.6 a | ||
| Genotype | ||||
| ID | Genotype Class | Seed Size | ||
| DOM_Ldr | L | LS | 158.8 ± 2.6 bcdef | 202.0 ± 1.8 cdefg |
| LA2 large | L | LS | 156.8 ± 2.6 efg | 201.8 ± 2.7 cdefg |
| APK_Ldr | L | SS | 158.7 ± 3.0 bcdef | 203.0 ± 3.6 bcde |
| BEL | L | SS | 155.7 ± 3.7 fg | 196.5 ± 4.7 h |
| CHR | L | SS | 178.3 ± 0.9 a | 211.7 ± 1.7 a |
| DIG | L | SS | 155.2 ± 3.2 fgh | 204.0 ± 4.0 bcd |
| DIL | L | SS | 159.7 ± 1.1 bcdef | 205.6 ± 3.6 bc |
| EGL | L | SS | 159.3 ± 2.8 bcdef | 202.7 ± 2.6 bcdef |
| EGL_Ldr | L | SS | 158.3 ± 2.3 cdefg | 202.7 ± 4.8 bcdef |
| GER | L | SS | 156.2 ± 3.1 fg | 198.5 ± 5.6 gh |
| GYT | L | SS | 150.2 ± 3.4 hij | 192.3 ± 2.2 ij |
| IER | L | SS | 157.7 ± 2.8 efg | 199.7 ± 3.2 efgh |
| KOR | L | SS | 155.0 ± 3.6 fgh | 201.7 ± 5.1 defg |
| KOZ | L | SS | 159.8 ± 2.2 bcdef | 201.7 ± 5.1 defg |
| LA1 | L | SS | 163.8 ± 2.0 b | 204.5 ± 2.9 bcd |
| LAX | L | SS | 153.2 ± 2.4 ghi | 196.5 ± 4.7 h |
| MOL | L | SS | 163.0 ± 1.5 bcd | 202.0 ± 1.8 cdefg |
| MOL_Ldr | L | SS | 155.8 ± 3.2 fg | 197.5 ± 2.9 h |
| PRG | L | SS | 155.0 ± 3.1 fgh | 196.7 ±2.3 h |
| PTO | L | SS | 157.0 ± 3.5 efg | 202.3 ± 3.9 bcdef |
| RIZ | L | SS | 156.2 ± 3.0 fg | 199.0 ± 1.4 fgh |
| TSO | L | SS | 157.8 ± 2.7 defg | 202.0 ± 1.8 cdefg |
| ELPm | C | LS | 94.2 ± 7.3 k | 191.8 ± 2.3 j |
| IKAm | C | LS | 156.5 ± 3.2 efg | 205.5 ± 3.7 bcd |
| THEm | C | LS | 154.8 ± 3.2 fgh | 206.0 ± 3.6 b |
| ARK | C | SS | 148.8 ± 4.7 ij | 196.5 ± 4.7 h |
| ARX | C | SS | 163.5 ± 1.6 bc | 204.5 ± 2.9 bcd |
| ATHm | C | SS | 147.2 ± 4.9 j | 196.0 ± 4.5 hi |
| DIMm | C | SS | 156.8 ± 3.1 efg | 203.3 ± 4.4 bcde |
| PEL | C | SS | 162.0 ± 1.8 bcde | 204.0 ± 3.1 bcd |
| SAMm | C | SS | 91.2 ± 5.5 k | 191.8 ± 2.3 j |
| Source of Variance | df | |||
| FYear | 1 | 1406.837 *** | 3540.654 *** | |
| FGenotype | 30 | 314.398 *** | 44.489 *** | |
| FYear × Genotype | 30 | 8.799 *** | 17.771 *** | |
| Genotype Class | ||||
| L | 158.1 ± 0.7 a | 201.1 ± 0.8 a | ||
| C | 141.5 ± 3.9 b | 200.0 ± 1.3 a | ||
| Source of Variance | df | |||
| FYear | 1 | 32.335 *** | 282.214 *** | |
| FGenotype Class | 1 | 44.102 *** | 2.038 ns | |
| FYear × Genotype Class | 1 | 1.642 ns | 0.775 ns | |
| Seed Size | ||||
| LS | 144.0 ± 5.1 b | 201.5 ± 1.6 a | ||
| SS | 155.0 ± 1.2 a | 200.6 ± 0.7 a | ||
| Source of Variance | df | |||
| FYear | 1 | 18.209 *** | 152.71 *** | |
| FSeed Size | 1 | 11.057 ** | 0.405 ns | |
| FYear × Seed Size | 1 | 0.479 ns | 1.325 ns | |
| TF | TM | NP | SY | SYLP | SYL | BY | HI | PH | NBP | LAP | NPP | NSP | SYP | TSW | SD | SPC | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Genotype | |||||||||||||||||||
| ID | Genotype Class | Seed Size | |||||||||||||||||
| DOM_Ldr | L | LS | 4.0 | 2.2 | 23.2 | 58.8 | 46.3 | 61.2 | 43.5 | 41.0 | 31.9 | 68.6 | 26.7 | 54.1 | 9.0 | 58.7 | 9.1 | 15.4 | 0.8 |
| LA2 large | L | LS | 4.1 | 3.3 | 36.8 | 56.8 | 97.5 | 45.2 | 46.2 | 45.5 | 24.5 | 38.2 | 23.7 | 50.6 | 18.6 | 56.9 | 5.2 | 5.7 | 1.3 |
| APK_Ldr | L | SS | 4.7 | 4.3 | 11.0 | 57.2 | 159.7 | 63.7 | 20.4 | 48.8 | 14.0 | 16.0 | 17.4 | 48.2 | 7.2 | 57.1 | 7.9 | 30.6 | 1.5 |
| BEL | L | SS | 5.9 | 5.9 | 10.1 | 57.2 | 57.6 | 60.6 | 30.2 | 31.7 | 13.4 | 24.3 | 29.8 | 51.8 | 8.6 | 57.3 | 11.9 | 3.4 | 3.2 |
| CHR | L | SS | 1.1 | 2.0 | 25.0 | 85.2 | 78.4 | 26.8 | 27.2 | 76.9 | 25.2 | 38.9 | 24.4 | 55.1 | 41.1 | 85.0 | 9.2 | 27.1 | 1.0 |
| DIG | L | SS | 5.0 | 4.8 | 17.4 | 58.7 | 63.1 | 90.5 | 69.2 | 15.3 | 19.1 | 39.5 | 21.5 | 64.9 | 3.6 | 58.6 | 11.2 | 3.2 | 2.4 |
| DIL | L | SS | 1.7 | 4.0 | 20.0 | 74.9 | 79.8 | 120.9 | 58.9 | 37.4 | 12.9 | 24.9 | 36.2 | 63.7 | 7.3 | 74.8 | 11.5 | 2.8 | 1.4 |
| EGL | L | SS | 4.3 | 3.1 | 12.1 | 41.7 | 49.7 | 39.4 | 23.1 | 26.2 | 19.0 | 23.8 | 23.1 | 39.3 | 8.4 | 41.6 | 6.3 | 4.5 | 0.6 |
| EGL_Ldr | L | SS | 3.5 | 5.8 | 13.3 | 36.1 | 29.0 | 30.4 | 18.9 | 27.4 | 21.9 | 21.8 | 15.6 | 36.1 | 4.3 | 36.2 | 6.7 | 4.8 | 3.5 |
| GER | L | SS | 4.9 | 6.9 | 12.5 | 62.8 | 89.1 | 57.1 | 25.9 | 68.4 | 17.2 | 20.7 | 23.6 | 51.5 | 9.7 | 62.7 | 11.0 | 3.0 | 4.0 |
| GYT | L | SS | 5.6 | 2.8 | 22.7 | 52.7 | 59.0 | 74.4 | 48.6 | 58.7 | 9.6 | 9.4 | 27.2 | 52.8 | 8.8 | 52.8 | 13.0 | 5.5 | 1.6 |
| IER | L | SS | 4.3 | 3.9 | 19.9 | 56.6 | 49.6 | 59.4 | 23.6 | 79.2 | 11.6 | 23.2 | 16.0 | 58.7 | 9.2 | 56.5 | 22.2 | 8.7 | 1.7 |
| KOR | L | SS | 5.7 | 6.2 | 11.4 | 60.2 | 75.1 | 91.0 | 32.3 | 58.0 | 25.7 | 24.3 | 15.0 | 54.4 | 13.9 | 60.3 | 11.7 | 16.8 | 3.8 |
| KOZ | L | SS | 3.3 | 6.2 | 20.7 | 31.8 | 78.0 | 84.6 | 36.8 | 16.2 | 23.7 | 33.3 | 21.6 | 29.5 | 4.4 | 31.6 | 7.2 | 2.5 | 3.6 |
| LA1 | L | SS | 3.0 | 3.5 | 41.0 | 79.1 | 62.3 | 99.6 | 35.1 | 83.8 | 16.1 | 52.5 | 22.7 | 67.2 | 21.3 | 79.2 | 13.9 | 8.2 | 0.9 |
| LAX | L | SS | 3.8 | 5.9 | 12.2 | 15.2 | 37.9 | 47.7 | 15.5 | 16.9 | 16.4 | 9.6 | 20.0 | 11.2 | 5.7 | 15.3 | 7.1 | 3.5 | 2.8 |
| MOL | L | SS | 2.3 | 2.2 | 17.0 | 57.0 | 41.2 | 65.2 | 43.5 | 36.5 | 20.0 | 35.0 | 13.0 | 54.1 | 7.9 | 57.1 | 16.5 | 4.1 | 0.7 |
| MOL_Ldr | L | SS | 5.0 | 3.6 | 40.9 | 46.6 | 73.4 | 94.4 | 36.5 | 22.3 | 10.9 | 42.4 | 19.6 | 50.8 | 4.7 | 46.7 | 12.1 | 3.8 | 0.9 |
| PRG | L | SS | 5.0 | 2.8 | 35.2 | 80.6 | 71.3 | 117.4 | 53.7 | 33.9 | 6.1 | 41.2 | 24.7 | 77.1 | 10.2 | 80.8 | 12.6 | 1.9 | 2.1 |
| PTO | L | SS | 5.5 | 4.7 | 17.7 | 47.7 | 48.9 | 47.9 | 22.9 | 43.9 | 14.6 | 16.8 | 16.7 | 38.2 | 7.7 | 47.6 | 12.2 | 5.9 | 2.3 |
| RIZ | L | SS | 4.7 | 1.7 | 24.8 | 31.0 | 32.7 | 40.2 | 34.5 | 13.9 | 24.9 | 16.2 | 17.8 | 34.3 | 10.3 | 31.1 | 12.0 | 4.5 | 2.8 |
| TSO | L | SS | 4.1 | 2.2 | 14.1 | 34.3 | 53.4 | 63.7 | 24.5 | 19.2 | 20.0 | 19.3 | 21.7 | 32.3 | 3.1 | 34.4 | 6.6 | 3.3 | 0.9 |
| ELPm | C | LS | 19.0 | 3.0 | 60.5 | 114.6 | 103.4 | 64.1 | 61.0 | 68.0 | 14.8 | 28.9 | 20.0 | 114.8 | 15.9 | 114.5 | 18.1 | 5.7 | 1.6 |
| IKAm | C | LS | 4.6 | 4.0 | 69.1 | 62.8 | 96.5 | 96.1 | 47.0 | 28.2 | 13.1 | 30.4 | 6.5 | 57.3 | 8.5 | 62.7 | 11.0 | 8.6 | 1.6 |
| THEm | C | LS | 5.1 | 4.3 | 13.3 | 44.5 | 39.3 | 72.9 | 43.4 | 34.4 | 21.3 | 26.5 | 32.0 | 41.9 | 4.3 | 44.6 | 13.6 | 4.0 | 1.6 |
| ARK | C | SS | 7.8 | 5.9 | 8.9 | 54.2 | 43.1 | 64.5 | 13.3 | 54.8 | 16.5 | 11.9 | 17.3 | 51.5 | 10.3 | 54.3 | 16.3 | 3.3 | 3.2 |
| ARX | C | SS | 2.5 | 3.5 | 21.0 | 87.2 | 54.7 | 119.1 | 44.3 | 66.2 | 28.6 | 41.3 | 27.6 | 83.9 | 10.6 | 87.4 | 10.0 | 9.7 | 0.8 |
| ATHm | C | SS | 8.1 | 5.6 | 21.9 | 47.1 | 55.5 | 56.7 | 41.3 | 25.4 | 19.2 | 13.0 | 16.2 | 44.2 | 6.2 | 47.2 | 13.8 | 14.6 | 3.0 |
| DIMm | C | SS | 5.0 | 5.3 | 21.4 | 44.9 | 121.0 | 100.7 | 31.4 | 37.6 | 29.7 | 26.1 | 10.9 | 44.0 | 17.7 | 44.8 | 10.5 | 3.9 | 2.6 |
| PEL | C | SS | 2.7 | 3.8 | 9.1 | 101.4 | 59.8 | 70.9 | 19.2 | 89.6 | 22.8 | 36.3 | 11.1 | 86.3 | 13.8 | 101.3 | 33.8 | 5.4 | 1.2 |
| SAMm | C | SS | 14.8 | 3.0 | 28.0 | 36.4 | 77.4 | 46.4 | 21.1 | 28.5 | 5.3 | 60.3 | 20.0 | 35.2 | 5.2 | 36.3 | 9.8 | 5.5 | 0.8 |
| Genotype Class | |||||||||||||||||||
| L | 5.0 | 4.4 | 24.5 | 65.1 | 117.6 | 80.1 | 41.4 | 49.5 | 22.2 | 38.3 | 25.5 | 8.8 | 17.3 | 65.0 | 33.8 | 17.7 | 2.9 | ||
| C | 20.4 | 4.9 | 30.2 | 65.7 | 92.3 | 89.0 | 52.4 | 56.1 | 20.3 | 41.5 | 29.5 | 13.9 | 11.4 | 65.9 | 34.5 | 16.2 | 3.2 | ||
| Seed Size | |||||||||||||||||||
| LS | 19.2 | 4.2 | 42.9 | 72.1 | 93.5 | 84.8 | 64.5 | 50.6 | 20.9 | 66.5 | 32.4 | 67.4 | 12.2 | 72.3 | 12.2 | 8.9 | 2.6 | ||
| SS | 10.1 | 4.6 | 22.0 | 67.8 | 112.9 | 80.2 | 40.9 | 51.6 | 21.5 | 33.8 | 25.0 | 65.9 | 16.6 | 67.6 | 23.6 | 12.1 | 3.1 | ||
| Number of Plants at Harvest (NP; Plants per m2) | Seed Yield (SY; kg ha−1) | Seed Yield Loss Percentage (SYLP; %) | Seed Yield Loss (SYL; kg ha−1) | |||
|---|---|---|---|---|---|---|
| Year | ||||||
| 2020/2021 | 22.7 ± 0.7 a | 899 ± 65 a | 8.6 ± 1.0 a | 47 ± 3 a | ||
| 2021/2022 | 23.6 ± 0.6 a | 826 ± 58 a | 6.8 ± 0.7 a | 45 ± 4 a | ||
| Genotype | ||||||
| ID | Genotype Class | Seed Size | ||||
| DOM_Ldr | L | LS | 20.7 ± 1.9 abcde | 1231 ± 296 bcdef | 8.7 ± 1.6 bc | 102 ± 26 a |
| LA2 large | L | LS | 14.1 ± 2.1 e | 765 ± 177 fghijklm | 14.6 ± 5.8 abc | 67 ± 12 abc |
| APK_Ldr | L | SS | 27.8 ± 1.2 ab | 858 ± 200 defghijk | 7.4 ± 4.8 bc | 33 ± 9 bc |
| BEL | L | SS | 30.0 ± 1.2 a | 1252 ± 293 bcde | 2.4 ± 0.6 c | 28 ± 7 bc |
| CHR | L | SS | 25.6 ± 2.6 abc | 291 ± 101 mn | 23.4 ± 7.5 a | 44 ± 5 abc |
| DIG | L | SS | 25.2 ± 1.8 abc | 1437 ± 344 bc | 2.8 ± 0.7 c | 49 ± 18 abc |
| DIL | L | SS | 23.0 ± 1.9 abcde | 328 ± 100 lmn | 11.9 ± 3.9 abc | 52 ± 25 abc |
| EGL | L | SS | 25. 2 ± 1.2 abc | 1449 ± 247 bc | 4.7 ± 1.0 c | 62 ± 10 abc |
| EGL_Ldr | L | SS | 25.2 ± 1.4 abcd | 1324 ± 195 bcd | 6.3 ± 0.8 c | 80 ± 9 abc |
| GER | L | SS | 26.3 ± 1.3 abc | 547 ± 140 hijklmn | 9.7 ± 3.5 abc | 33 ± 8 bc |
| GYT | L | SS | 22.6 ± 2.1 abcde | 788 ± 170 efghijkl | 4.9 ± 1.2 bc | 40 ± 12 abc |
| IER | L | SS | 22.2 ± 1.8 abcde | 536 ± 124 hijklmn | 18.8 ± 3.8 ab | 95 ± 23 ab |
| KOR | L | SS | 23.7 ± 1.1 abcde | 627 ± 154 hijklmn | 11.6 ± 3.6 abc | 56 ± 21 abc |
| KOZ | L | SS | 21.9 ± 1.8 abcde | 1265 ± 164 bcde | 2.5 ± 0.8 c | 34 ± 12 bc |
| LA1 | L | SS | 17.8 ± 3.0 cde | 272 ± 88 n | 8.5 ± 2.2 bc | 19 ± 7 c |
| LAX | L | SS | 29.6 ± 1.5 a | 1930 ± 120 a | 1.9 ± 0.3 c | 39 ± 8 abc |
| MOL | L | SS | 23.0 ± 1.6 abcde | 945 ± 220 defghi | 3.5 ± 0.6 c | 33 ± 9 bc |
| MOL_Ldr | L | SS | 22.2 ± 3.7 abcde | 884 ± 168 defghij | 2.5 ± 0.7 c | 21 ± 8 c |
| PRG | L | SS | 25.9 ± 1.9 abc | 1013 ± 334 cdefgh | 1.7 ± 0.5 c | 17 ± 8 c |
| PTO | L | SS | 21.1 ± 2.1 abcde | 754 ± 147 fghijklm | 7.5 ± 1.5 bc | 50 ± 10 abc |
| RIZ | L | SS | 27.8 ± 1.6 ab | 1109 ± 140 bcdefg | 3.2 ± 0.4 c | 36 ± 6 abc |
| TSO | L | SS | 15.6 ± 3.8 de | 1559 ± 218 ab | 3.1 ± 0.7 c | 53 ± 14 abc |
| ELPm | C | LS | 16.8 ± 5.9 cde | 387 ± 181 klmn | 12.9 ± 5.4 abc | 20 ± 5 c |
| IKAm | C | LS | 23.0 ± 1.2 abcde | 533 ± 159 hijklmn | 3.2 ± 1.6 c | 20 ± 10 c |
| THEm | C | LS | 25.9 ± 0.9 abc | 707 ± 128 ghijklmn | 9.4 ± 1.5 bc | 71 ± 21 abc |
| ARK | C | SS | 20.8 ± 1.8 abcde | 906 ± 201 defghij | 6.7 ± 1.2 bc | 56 ± 15 abc |
| ARX | C | SS | 22.2 ± 1.9 abcde | 462 ± 164 jklmn | 5.7 ± 1.3 c | 30 ± 15 bc |
| ATHm | C | SS | 24.1 ± 2.1 abcd | 901 ± 173 defghij | 5.5 ± 1.3 bc | 51 ± 12 abc |
| DIMm | C | SS | 24.1 ± 0.9 abcd | 650 ± 119 ghijklmn | 11.9 ± 5.9 abc | 63 ± 26 abc |
| PEL | C | SS | 19.3 ± 2.2 bcde | 488 ± 202 ijklmn | 13.6 ± 3.3 abc | 41 ± 12 abc |
| SAMm | C | SS | 20.7 ± 1.9 abcde | 454 ± 68 jklmn | 6.7 ± 2.1 bc | 24 ± 5 c |
| Source of Variance | df | |||||
| FYear | 1 | 2.523 ns | 1.184 ns | 3.257 ns | 0.092 ns | |
| FGenotype | 30 | 4.431 *** | 5.827 *** | 4.139 *** | 2.994 *** | |
| FYear × Genotype | 30 | 3.782 *** | 2.182 ** | 2.636 *** | 2.316 *** | |
| Genotype Class | ||||||
| L | 23.7 ± 0.5 a | 23.7 ± 0.5 a | 7.3 ± 0.8 a | 47 ± 3 a | ||
| C | 21.6 ± 0.9 b | 21.6 ± 0.9 b | 8.5 ± 1.1 a | 43 ± 5 a | ||
| Source of Variance | df | |||||
| FYear | 1 | 3.992 ns | 0.074 ns | 3.292 ns | 0.125 ns | |
| FGenotype Class | 1 | 5.292 * | 14.049 *** | 1.022 ns | 0.319 ns | |
| FYear × Genotype Class | 1 | 6.872 ** | 1.284 ns | 1.990 ns | 0.181 ns | |
| Seed Size | ||||||
| LS | 18.5 ± 1.4 b | 18.5 ± 1.4 b | 10.1 ± 1.8 a | 58 ± 9 a | ||
| SS | 24.0 ± 0.4 a | 24.0 ± 0.4 a | 7.2 ± 0.7 a | 44 ± 3 b | ||
| Source of Variance | df | |||||
| FYear | 1 | 3.560 ns | 1.391 ns | 2.663 ns | 0.029 ns | |
| FSeed Size | 1 | 23.491 *** | 1.480 ns | 2.945 ns | 3.978 * | |
| FYear × Seed Size | 1 | 2.712 ns | 5.342 * | 5.338 * | 0.168 ns | |
| Biological Yield (BY; kg ha−1) | Harvest Index (HI) | |||
|---|---|---|---|---|
| Year | ||||
| 2020/2021 | 4759 ± 221 a | 0.187 ± 0.010 a | ||
| 2021/2022 | 4442 ±207 a | 0.190 ± 0.011 a | ||
| Genotype | ||||
| ID | Genotype Class | Seed Size | ||
| DOM_Ldr | L | LS | 6979 ± 1239 ab | 0.167 ± 0.028 efghi |
| LA2 large | L | LS | 4782 ± 901 cdefghi | 0.155 ± 0.029 fghij |
| APK_Ldr | L | SS | 4778 ± 398 cdefghi | 0.172 ± 0.034 efghi |
| BEL | L | SS | 6438 ± 794 abc | 0.190 ± 0.025 defgh |
| CHR | L | SS | 3970 ± 441 hijkl | 0.075 ± 0.024 j |
| DIG | L | SS | 4521 ± 1277 efghij | 0.346 ± 0.022 a |
| DIL | L | SS | 3032 ± 729 jklm | 0.104 ± 0.016 ij |
| EGL | L | SS | 7212 ± 680 a | 0.195 ± 0.021 defgh |
| EGL_Ldr | L | SS | 5999 ± 463 abcde | 0.216 ± 0.024 cdefg |
| GER | L | SS | 4444 ± 470 efghij | 0.132 ± 0.037 hij |
| GYT | L | SS | 4021 ± 797 ghijkl | 0.218 ± 0.052 cdefg |
| IER | L | SS | 4268 ± 412 fghijk | 0.147 ± 0.047 ghij |
| KOR | L | SS | 5217 ± 687 cdefghi | 0.126 ± 0.030 hij |
| KOZ | L | SS | 4623 ± 695 efghij | 0.284 ± 0.019 abc |
| LA1 | L | SS | 2593 ± 371 klm | 0.107 ± 0.037 ij |
| LAX | L | SS | 5997 ± 379 abcde | 0.326 ± 0.022 ab |
| MOL | L | SS | 4220 ± 749 fghijk | 0.215 ± 0.032 cdefg |
| MOL_Ldr | L | SS | 3613 ± 538 ijkl | 0.232 ± 0.021 cdef |
| PRG | L | SS | 4695 ± 368 defghij | 0.096 ± 0.035 ij |
| PTO | L | SS | 3594 ± 788 ijkl | 0.256 ± 0.034 bcd |
| RIZ | L | SS | 5817 ± 543 abcdef | 0.133 ± 0.024 hij |
| TSO | L | SS | 4193 ± 590 fghijk | 0.267 ± 0.015 abcd |
| ELPm | C | LS | 6393 ± 638 abcd | 0.238 ± 0.019 cde |
| IKAm | C | LS | 1703 ± 424 m | 0.222 ± 0.062 cdefg |
| THEm | C | LS | 2350 ± 521 lm | 0.206 ± 0.026 cdefgh |
| ARK | C | SS | 5689 ± 1007 abcdefg | 0.130 ± 0.018 hij |
| ARX | C | SS | 5662 ± 306 abcdefgh | 0.159 ± 0.036 efghi |
| ATHm | C | SS | 4036 ± 730 ghijkl | 0.105 ± 0.028 ij |
| DIMm | C | SS | 5274 ± 889 bcdefghi | 0.171 ± 0.018 efghi |
| PEL | C | SS | 4132 ± 529 fghijkl | 0.159 ± 0.024 efghi |
| SAMm | C | SS | 4695 ± 368 defghij | 0.096 ± 0.035 ij |
| Source of Variance | df | |||
| FYear | 1 | 1.898 ns | 0.093 ns | |
| FGenotype | 30 | 5.306 *** | 5.783 *** | |
| FYear × Genotype | 30 | 2.152 ** | 1.769 * | |
| Genotype Class | ||||
| L | 12.8 ± 0.4 a | 4850 ± 175 a | ||
| C | 9.9 ± 0.6 b | 3942 ± 284 b | ||
| Source of Variance | df | |||
| FYear | 1 | 0.137 ns | 0.325 ns | |
| FGenotype Class | 1 | 7.720 ** | 2.994 ns | |
| FYear × Genotype Class | 1 | 1.259 ns | 0.376 ns | |
| Seed Size | ||||
| LS | 12.0 ± 1.4 a | 4389 ± 526 a | ||
| SS | 11.9 ± 0.3 a | 4627 ± 151 a | ||
| Source of Variance | df | |||
| FYear | 1 | 0.091 ns | 3.248 ns | |
| FSeed Size | 1 | 0.204 ns | 0.644 ns | |
| FYear × Seed Size | 1 | 0.633 ns | 5.438 * | |
| Plant Height (PH; cm) | Number of Branches per Plant (NBP) | Leaf Area per Plant (LAP; cm2) | |||
|---|---|---|---|---|---|
| Year | |||||
| 2020/2021 | 21.3 ± 0.4 b | 10.8 ± 0.5 b | 649 ± 19 a | ||
| 2021/2022 | 27.0 ± 0.5 a | 13.1 ± 0.4 a | 574 ± 14 b | ||
| Genotype | |||||
| ID | Genotype Class | Seed Size | |||
| DOM_Ldr | L | LS | 26.1 ± 3.4 abc | 19.3 ± 5.4 a | 747 ± 82 abcd |
| LA2 large | L | LS | 25.0 ± 2.5 abcde | 13.9 ± 2.2 bcd | 728 ± 70 abcde |
| APK_Ldr | L | SS | 25.7 ± 1.5 abc | 11.3 ± 0.7 cde | 663 ± 47 cdefgh |
| BEL | L | SS | 26.3 ± 1.4 abc | 13.6 ± 1.4 bcd | 533 ± 65 hijkl |
| CHR | L | SS | 18.2 ± 1.9 e | 12.9 ± 2.1 bcde | 551 ± 55 ghijkl |
| DIG | L | SS | 23.7 ± 1.8 abcde | 10.0 ± 1.6 de | 610 ± 53 defghijk |
| DIL | L | SS | 22.2 ± 1.2 abcde | 8.5 ± 0.9 ef | 583 ± 86 fghijk |
| EGL | L | SS | 22.4 ± 1.7 abcde | 14.0 ± 1.4 bcd | 724 ± 68 abcdef |
| EGL_Ldr | L | SS | 25.7 ± 2.3 abc | 13.2 ± 1.2 bcd | 586 ± 37 efghijk |
| GER | L | SS | 29.2 ± 2.0 a | 13.4 ± 1.1 bcd | 517 ± 50 ijkl |
| GYT | L | SS | 25.5 ± 1.0 abcd | 11.1 ± 0.4 cde | 588 ± 65 efghijk |
| IER | L | SS | 22.0 ± 1.0 abcde | 10.9 ± 1.0 cde | 835 ± 54 ab |
| KOR | L | SS | 25.4 ± 2.7 abcde | 14.4 ± 1.4 bcd | 469 ± 29 kl |
| KOZ | L | SS | 26.3 ± 2.5 abc | 11.3 ± 1.5 cde | 608 ± 54 defghijk |
| LA1 | L | SS | 20.4 ± 1.3 bcde | 11.0 ± 2.4 cde | 661 ± 61 cdefghi |
| LAX | L | SS | 26.6 ± 1.8 abc | 10.6 ± 0.4 cde | 529 ± 43 hijkl |
| MOL | L | SS | 19.5 ± 1.6 cde | 16.6 ± 2.4 ab | 656 ± 35 cdefghi |
| MOL_Ldr | L | SS | 20.2 ± 0.9 bcde | 14.7 ± 2.5 bc | 573 ± 46 ghijk |
| PRG | L | SS | 19.8 ± 0.5 cde | 14.4 ± 2.4 bcd | 591 ± 59 efghijk |
| PTO | L | SS | 28.5 ± 1.7 a | 10.5 ± 0.7 cde | 784 ± 53 abc |
| RIZ | L | SS | 18.4 ± 1.9 de | 13.3 ± 0.9 bcd | 541 ± 39 ghijkl |
| TSO | L | SS | 25.1 ± 2.0 abcde | 12.1 ± 1.0 bcde | 752 ± 67 abcd |
| ELPm | C | LS | 27.1 ± 1.6 ab | 5.0 ± 0.6 f | 404 ± 33 l |
| IKAm | C | LS | 26.8 ± 1.5 abc | 10.7 ± 1.4 cde | 876 ± 29 a |
| THEm | C | LS | 27.7 ± 2.4 a | 11.1 ± 1.2 cde | 690 ± 102 bcdefg |
| ARK | C | SS | 25.7 ± 1.7 abc | 10.5 ± 0.5 cde | 562 ± 40 ghijk |
| ARX | C | SS | 20.4 ± 2.4 bcde | 12.2 ± 2.0 bcde | 620 ± 70 defghij |
| ATHm | C | SS | 24.0 ± 1.9 abcde | 12.3 ± 0.7 bcde | 504 ± 33 jkl |
| DIMm | C | SS | 24.1 ± 2.9 abcde | 11.7 ± 1.2 cde | 535 ± 24 hijkl |
| PEL | C | SS | 26.4 ± 2.5 abc | 12.6 ± 1.9 bcde | 589 ± 27 efghijk |
| SAMm | C | SS | 24.9 ± 0.5 abcde | 4.3 ± 1.1 f | 402 ± 36 l |
| Source of Variance | df | ||||
| FYear | 1 | 142.801 *** | 14.785 *** | 16.351 *** | |
| FGenotype | 30 | 5.183 *** | 3.161 *** | 4.418 *** | |
| FYear × Genotype | 30 | 2.116 ** | 1.394 ns | 1.056 ns | |
| Genotype Class | |||||
| L | 23.7 ± 0.4 a | 12.8 ± 0.4 a | 628 ± 14 a | ||
| C | 25.2 ± 0.7 a | 9.9 ± 0.6 b | 567 ± 23 b | ||
| Source of Variance | df | ||||
| FYear | 1 | 53.962 *** | 9.038 ** | 4.237 * | |
| FGenotype Class | 1 | 3.273 ns | 15.757 *** | 5.190 * | |
| FYear × Genotype Class | 1 | 0.371 ns | 0.002 ns | 3.426 ns | |
| Seed Size | |||||
| LS | 26.6 ± 1.0 a | 12.0 ± 1.4 a | 679 ± 42 a | ||
| SS | 23.7 ± 0.4 b | 11.9 ± 0.3 a | 600 ± 12 b | ||
| Source of Variance | df | ||||
| FYear | 1 | 35.704 *** | 2.969 * | 4.036 * | |
| FSeed Size | 1 | 8.372 ** | 0.003 ns | 5.778 * | |
| FYear × Seed Size | 1 | 0.089 ns | 0.849 ns | 0.137 ns | |
| Number of Pods per Plant (NPP) | Number of Seeds per Pod (NSP) | Seed Yield per Plant (SYP; g) | |||
|---|---|---|---|---|---|
| Year | |||||
| 2020/2021 | 66.6 ± 4.9 a | 1.42 ± 0.03 b | 2.68 ± 0.19 a | ||
| 2021/2022 | 55.9 ± 4.1 b | 1.47 ± 0.02 a | 2.47 ± 0.17 a | ||
| Genotype | |||||
| ID | Genotype Class | Seed Size | |||
| DOM_Ldr | L | LS | 52.0 ± 11.5 fghijk | 1.28 ± 0.05 hijkl | 3.69 ± 0.89 bcdef |
| LA2 large | L | LS | 33.7 ± 7.0 hijkl | 1.18 ± 0.09 kl | 2.29 ± 0.53 fghijklm |
| APK_Ldr | L | SS | 60.8 ± 12.0 efghi | 1.54 ± 0.05 bcdefghi | 2.58 ± 0.60 defghijk |
| BEL | L | SS | 99.4 ± 21.0 bcd | 1.54 ± 0.04 bcdefghi | 3.76 ± 0.88 bcde |
| CHR | L | SS | 37.8 ± 8.5 hijkl | 1.24 ± 0.21 jkl | 0.87 ± 0.30 mn |
| DIG | L | SS | 112.0 ± 29.7 abc | 1.83 ± 0.03 ab | 4.31 ± 1.03 bc |
| DIL | L | SS | 27.7 ± 8.6 ijkl | 1.31 ± 0.04 ghijkl | 1.15 ± 0.31 lmn |
| EGL | L | SS | 110.3 ± 17.7 abc | 1.51 ± 0.05 cdefghij | 4.35 ± 0.74 bc |
| EGL_Ldr | L | SS | 102.5 ± 15.1 bcd | 1.49 ± 0.03 cdefghij | 3.97 ± 0.59 bcd |
| GER | L | SS | 40.6 ± 8.5 hijkl | 1.44 ± 0.06 defghijk | 1.64 ± 0.42 hijklmn |
| GYT | L | SS | 52.9 ± 11.4 fghijk | 1.34 ± 0.05 fghijkl | 2.36 ± 0.51 efghijkl |
| IER | L | SS | 45.1 ± 11.6 ghijkl | 1.14 ± 0.04 l | 1.58 ± 0.45 hijklmn |
| KOR | L | SS | 42.0 ± 9.3 ghijkl | 1.57 ± 0.09 bcdefgh | 1.88 ± 0.46 hijklmn |
| KOZ | L | SS | 80.2 ± 9.7 cdef | 1.63 ± 0.03 abcde | 3.79 ± 0.49 bcde |
| LA1 | L | SS | 21.1 ± 5.8 kl | 1.39 ± 0.12 efghijkl | 0.82 ± 0.26 n |
| LAX | L | SS | 137.5 ± 6.3 a | 1.91 ± 0.04 a | 5.79 ± 0.36 a |
| MOL | L | SS | 88.1 ± 19.5 bcde | 1.70 ± 0.05 abcd | 2.84 ± 0.66 defghi |
| MOL_Ldr | L | SS | 73.6 ± 15.3 defg | 1.62 ± 0.03 abcdef | 2.65 ± 0.51 defghij |
| PRG | L | SS | 81.7 ± 25.7 cdef | 1.77 ± 0.07 abc | 3.04 ± 0.99 cdefgh |
| PTO | L | SS | 53.9 ± 8.4 fghij | 1.44 ± 0.05 defghijk | 2.26 ± 0.44 fghijklm |
| RIZ | L | SS | 83.7 ± 11.7 bcdef | 1.60 ± 0.07 bcdefg | 3.33 ± 0.42 bcdefg |
| TSO | L | SS | 115.0 ± 15.2 ab | 1.42 ± 0.02 defghijkl | 4.68 ± 0.65 ab |
| ELPm | C | LS | 18.4 ± 8.6 l | 1.32 ± 0.09 ghijkl | 1.16 ± 0.54 klmn |
| IKAm | C | LS | 22.5 ± 6.1 jkl | 1.26 ± 0.05 ijkl | 1.69 ± 0.48 hijklmn |
| THEm | C | LS | 31.1 ± 5.3 ijkl | 1.24 ± 0.02 jkl | 2.12 ± 0.39 ghijklmn |
| ARK | C | SS | 65.8 ± 13.8 efgh | 1.29 ± 0.05 hijkl | 2.72 ± 0.60 defghij |
| ARX | C | SS | 30.3 ± 12.5 ijkl | 1.38 ± 0.07 efghijkl | 1.28 ± 0.59 jklmn |
| ATHm | C | SS | 59.2 ± 10.7 efghi | 1.32 ± 0.03 ghijkl | 2.70 ± 0.52 defghij |
| DIMm | C | SS | 55.9 ± 10.0 efghij | 1.23 ± 0.09 jkl | 1.95 ± 0.36 ghijklmn |
| PEL | C | SS | 42.8 ± 15.1 ghijkl | 1.34 ± 0.08 fghijkl | 1.47 ± 0.61 ijklmn |
| SAMm | C | SS | 20.8 ± 3.0 kl | 1.45 ± 0.03 defghijk | 1.36 ± 0.20 jklmn |
| Source of Variance | df | ||||
| FYear | 1 | 6.319 ** | 5.995 * | 1.219 ns | |
| FGenotype | 30 | 7.537 *** | 12.830 *** | 5.634 *** | |
| FYear × Genotype | 30 | 2.447 *** | 3.973 *** | 2.154 ** | |
| Genotype Class | |||||
| L | 71.0 ± 4.0 a | 1.49 ± 0.02 a | 2.91 ± 0.15 a | ||
| C | 39.4 ± 3.9 b | 1.31 ± 0.01 b | 1.84 ± 0.17 b | ||
| Source of Variance | df | ||||
| FYear | 1 | 4.828 ** | 5.133 * | 0.029 ns | |
| FGenotype Class | 1 | 21.887 *** | 22.542 *** | 14.479 *** | |
| FYear × Genotype Class | 1 | 1.864 ns | 0.682 ns | 1.055 ns | |
| Seed Size | |||||
| LS | 32.1 ± 4.0 b | 1.26 ± 0.03 b | 2.21 ± 0.29 a | ||
| SS | 67.7 ± 3.6 a | 1.48 ± 0.02 a | 2.68 ± 0.14 a | ||
| Source of Variance | df | ||||
| FYear | 1 | 4.023 ** | 4.469 * | 1.146 ns | |
| FSeed Size | 1 | 18.14 *** | 22.695 *** | 1.899 ns | |
| FYear × Seed Size | 1 | 1.034 ns | 2.239 ns | 5.197 * | |
| Thousand Seed Weight (TSW; g) | Seed Diameter (SD; mm) | Seed Protein Content (SPC; %) | |||
|---|---|---|---|---|---|
| Year | |||||
| 2020/2021 | 30.52 ± 1.21 a | 4.94 ± 0.08 a | 21.76 ± 0.07 b | ||
| 2021/2022 | 31.79 ± 1.20 a | 4.83 ± 0.10 a | 22.23 ± 0.06 a | ||
| Genotype | |||||
| ID | Genotype Class | Seed Size | |||
| DOM_Ldr | L | LS | 54.94 ± 2.04 a | 6.35 ± 0.40 ab | 21.92 ± 0.07 bcdef |
| LA2 large | L | LS | 53.77 ± 1.15 a | 6.91 ± 0.16 a | 22.06 ± 0.12 bcdef |
| APK_Ldr | L | SS | 26.11 ± 0.84 defghi | 3.86 ± 0.48 f | 22.42 ± 0.13 b |
| BEL | L | SS | 24.26 ± 1.18 efghi | 4.39 ± 0.06 def | 21.50 ± 0.28 efg |
| CHR | L | SS | 18.44 ± 0.69 i | 3.94 ± 0.44 ef | 23.35 ± 0.10 a |
| DIG | L | SS | 22.29 ± 1.02 fghi | 4.26 ± 0.06 def | 22.44 ± 0.22 b |
| DIL | L | SS | 30.93 ± 1.45 cde | 4.82 ± 0.06 cdef | 22.47 ± 0.13 b |
| EGL | L | SS | 25.86 ± 0.67 defghi | 4.61 ± 0.09 def | 22.14 ± 0.06 bcd |
| EGL_Ldr | L | SS | 26.09 ± 0.71 defghi | 4.67 ± 0.09 def | 22.18 ± 0.32 bcd |
| GER | L | SS | 26.27 ± 1.18 defghi | 4.70 ± 0.06 cdef | 21.91 ± 0.36 bcdef |
| GYT | L | SS | 33.89 ± 1.80 cd | 4.99 ± 0.11 cd | 21.05 ± 0.14 g |
| IER | L | SS | 31.60 ± 3.03 cde | 4.95 ± 0.18 cd | 21.76 ± 0.15 cdef |
| KOR | L | SS | 27.14 ± 1.29 cdefgh | 4.57 ± 0.31 def | 22.15 ± 0.34 bcd |
| KOZ | L | SS | 28.93 ± 0.85 cdefg | 4.95 ± 0.05 cd | 22.08 ± 0.32 bcde |
| LA1 | L | SS | 26.71 ± 1.52 defghi | 4.70 ± 0.16 cdef | 22.40 ± 0.08 b |
| LAX | L | SS | 21.98 ± 0.64 ghi | 4.23 ± 0.06 def | 21.77 ± 0.25 cdef |
| MOL | L | SS | 18.71 ± 1.26 hi | 3.96 ± 0.07 ef | 22.19 ± 0.07 bcd |
| MOL_Ldr | L | SS | 22.83 ± 1.12 efghi | 4.31 ± 0.07 def | 21.48 ± 0.08 efg |
| PRG | L | SS | 20.64 ± 1.06 ghi | 4.11 ± 0.03 def | 21.73 ± 0.18 def |
| PTO | L | SS | 28.58 ± 1.42 cdefg | 4.79 ± 0.12 cdef | 22.23 ± 0.21 bcd |
| RIZ | L | SS | 25.84 ± 1.27 defghi | 4.55 ± 0.08 def | 21.98 ± 0.25 bcdef |
| TSO | L | SS | 28.41 ± 0.76 cdefg | 4.63 ± 0.06 def | 22.18 ± 0.09 bcd |
| ELPm | C | LS | 48.32 ± 3.57 ab | 6.59 ± 0.15 ab | 21.03 ± 0.14 g |
| IKAm | C | LS | 56.50 ± 2.72 a | 6.31 ± 0.24 ab | 22.35 ± 0.17 bc |
| THEm | C | LS | 55.20 ± 3.05 a | 6.37 ± 0.10 ab | 22.36 ± 0.15 bc |
| ARK | C | SS | 30.48 ± 2.02 cdef | 4.95 ± 0.07 cd | 21.51 ± 0.28 efg |
| ARX | C | SS | 25.61 ± 1.04 defghi | 4.40 ± 0.19 def | 22.34 ± 0.07 bcd |
| ATHm | C | SS | 35.24 ± 1.99 c | 4.72 ± 0.28 cdef | 21.45 ± 0.26 fg |
| DIMm | C | SS | 28.15 ± 1.21 cdefg | 4.91 ± 0.08 cde | 22.27 ± 0.24 bcd |
| PEL | C | SS | 23.04 ± 3.18 efghi | 4.52 ± 0.10 def | 22.34 ± 0.11 bc |
| SAMm | C | SS | 45.12 ± 1.81 b | 5.66 ± 0.13 bc | 20.98 ± 0.07 g |
| Source of Variance | df | ||||
| FYear | 1 | 3.181 ns | 3.435 ns | 132.31 *** | |
| FGenotype | 30 | 51.274 *** | 19.773 *** | 19.551 *** | |
| FYear × Genotype | 30 | 1.897 ** | 1.248 ns | 7.296 *** | |
| Genotype Class | |||||
| L | 28.31 ± 0.83 b | 4.69 ± 0.07 b | 22.06 ± 0.06 a | ||
| C | 38.20 ± 1.80 a | 5.38 ± 0.12 a | 21.84 ± 0.09 b | ||
| Source of Variance | df | ||||
| FYear | 1 | 0.045 ns | 0.742 ns | 25.234 *** | |
| FGenotype Class | 1 | 27.736 *** | 20.567 *** | 4.937 * | |
| FYear × Genotype Class | 1 | 0.370 ns | 0.107 ns | 0.832 ns | |
| Seed Size | |||||
| LS | 53.49 ± 1.21 a | 6.50 ± 0.11 a | 21.94 ± 0.11 a | ||
| SS | 26.98 ± 0.51 b | 4.58 ± 0.04 b | 22.01 ± 0.05 a | ||
| Source of Variance | df | ||||
| FYear | 1 | 0.009 ns | 1.005 ns | 7.112 ** | |
| FSeed Size | 1 | 444.027 *** | 287.328 *** | 0.925 ns | |
| FYear × Seed Size | 1 | 0.533 ns | 0.186 ns | 2.198 ns | |
| Parameters | Factor-1 | Factor-2 | Factor-3 | Factor-4 | Factor-5 |
|---|---|---|---|---|---|
| TF | 0.216 | 0.775 | −0.232 | 0.119 | −0.291 |
| TM | −0.057 | 0.741 | −0.075 | 0.590 | 0.127 |
| NP | 0.375 | 0.288 | −0.194 | −0.377 | 0.439 |
| SY | 0.955 | −0.125 | 0.189 | 0.033 | 0.021 |
| SYLP | −0.474 | 0.416 | 0.284 | −0.421 | 0.214 |
| SYL | 0.334 | 0.332 | 0.657 | −0.201 | 0.150 |
| BY | 0.711 | 0.343 | 0.384 | −0.249 | 0.081 |
| HI | 0.590 | −0.549 | −0.038 | 0.340 | −0.026 |
| PH | 0.146 | 0.225 | 0.325 | 0.471 | 0.554 |
| NBP | 0.330 | 0.453 | 0.141 | 0.134 | −0.446 |
| LAP | 0.149 | 0.247 | 0.413 | −0.249 | −0.504 |
| NPP | 0.952 | −0.047 | 0.015 | −0.118 | −0.006 |
| NSP | 0.549 | −0.261 | −0.559 | 0.307 | −0.027 |
| SYP | 0.945 | −0.120 | 0.188 | 0.042 | 0.021 |
| TSW | −0.313 | −0.289 | 0.738 | 0.363 | −0.034 |
| SD | −0.279 | −0.297 | 0.765 | 0.288 | −0.094 |
| SPC | −0.047 | 0.800 | −0.117 | 0.329 | −0.018 |
| Eigenvalue | 4.74 | 3.17 | 2.58 | 1.64 | 1.14 |
| Variability (%) | 27.89 | 18.62 | 15.20 | 9.63 | 6.72 |
| Cumulative (%) | 27.89 | 46.51 | 61.71 | 71.34 | 78.06 |
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Bakoulopoulou, I.; Roussis, I.; Kakabouki, I.; Tigka, E.; Stavropoulos, P.; Mavroeidis, A.; Karydogianni, S.; Bilalis, D.; Papastylianou, P. Exploring Phenological and Agronomic Parameters of Greek Lentil Landraces for Developing Climate-Resilient Cultivars Adapted to Mediterranean Conditions. Crops 2025, 5, 91. https://doi.org/10.3390/crops5060091
Bakoulopoulou I, Roussis I, Kakabouki I, Tigka E, Stavropoulos P, Mavroeidis A, Karydogianni S, Bilalis D, Papastylianou P. Exploring Phenological and Agronomic Parameters of Greek Lentil Landraces for Developing Climate-Resilient Cultivars Adapted to Mediterranean Conditions. Crops. 2025; 5(6):91. https://doi.org/10.3390/crops5060091
Chicago/Turabian StyleBakoulopoulou, Iakovina, Ioannis Roussis, Ioanna Kakabouki, Evangelia Tigka, Panteleimon Stavropoulos, Antonios Mavroeidis, Stella Karydogianni, Dimitrios Bilalis, and Panayiota Papastylianou. 2025. "Exploring Phenological and Agronomic Parameters of Greek Lentil Landraces for Developing Climate-Resilient Cultivars Adapted to Mediterranean Conditions" Crops 5, no. 6: 91. https://doi.org/10.3390/crops5060091
APA StyleBakoulopoulou, I., Roussis, I., Kakabouki, I., Tigka, E., Stavropoulos, P., Mavroeidis, A., Karydogianni, S., Bilalis, D., & Papastylianou, P. (2025). Exploring Phenological and Agronomic Parameters of Greek Lentil Landraces for Developing Climate-Resilient Cultivars Adapted to Mediterranean Conditions. Crops, 5(6), 91. https://doi.org/10.3390/crops5060091

