| Literature DB >> 26181053 |
Enrique Arévalo-Gardini1, Manuel Canto2, Julio Alegre2, Oscar Loli2, Alberto Julca2, Virupax Baligar3.
Abstract
Growing cacao (Entities:
Mesh:
Substances:
Year: 2015 PMID: 26181053 PMCID: PMC4504504 DOI: 10.1371/journal.pone.0132147
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Map Showing the Location of Cacao Agroforestry Management Field Study (INAS, ITAS).
Physical and Chemical Properties of Soil Under SF, Before the Initiation (2004) of Cacao Agroforestry Management Systems (INAS, ITAS).
| Soil properties | Depth | |||
|---|---|---|---|---|
| Unit | 0–20 cm | 20–40 cm | 40–60 cm | |
|
| ||||
| Sand | % | 44 | 38.00 | 35.00 |
| Clay | % | 29 | 38.00 | 45.00 |
| Silt | % | 27 | 24.00 | 20.00 |
| Texture | Clay loam | Clay loam | Clay | |
| Bulk density | g cm-3 | 1.39 | 1.44 | 1.42 |
| Porosity | % | 47.75 | 45.65 | 46.40 |
| Field Capacity | % | 31.40 | 35.55 | 39.30 |
| Wilting point | % | 18.05 | 23.20 | 27.00 |
| Plant Av. Water | % | 13.35 | 12.35 | 12.30 |
|
| ||||
| pH | (1:1) | 5.65 | 5.35 | 4.85 |
| EC | dS m-1 | 0.43 | 0.38 | 0.44 |
| SOM | % | 3.55 | 1.60 | 1.10 |
| P Ext. | μg g-1 | 6.50 | 4.10 | 3.30 |
| K Ext. | μg g-1 | 107.50 | 76.50 | 79.50 |
| Fe Ext. | μg g-1 | 123.05 | 224.15 | 70.00 |
| Cu Ext. | μg g-1 | 1.25 | 1.65 | 1.15 |
| Zn Ext. | μg g-1 | 1.80 | 2.10 | 1.40 |
| Mn Ext. | μg g-1 | 10.95 | 10.35 | 6.40 |
| K Exch. | cmol kg-1 | 0.21 | 0.17 | 0.16 |
| Ca Exch. | cmol kg-1 | 17.38 | 15.71 | 17.82 |
| Mg Exch. | cmol kg-1 | 1.94 | 1.26 | 1.03 |
| Al+H Exch. | cmol kg-1 | 0.30 | 1.30 | 2.50 |
| CEC | cmol kg-1 | 19.82 | 18.43 | 21.51 |
Characteristics and Management Practices Adapted for Cacao Agroforestry Management Systems (INAS, ITAS) for 2004 to 2010 Period.
| Practices | System | |
|---|---|---|
| Improved Native Agroforestry System INAS | Improved Traditional Agroforestry System—ITAS | |
|
| Secondary forest (SF) native to the region of approximately 30 years old, where there were forest species (58%), palm (3%), and lianas and herbaceous (39%) | Secondary forest native to the region of approximately 30 years old, where there were forest species (58%), palm (3%), and lianas and herbaceous (39%) |
|
| Under thinned native forest. weeds and shrubs were removed manually and the native tree density was selectively reduced by cutting un-economical trees to achieve approximately 50% shade. | Trees, brush and other vegetation were removed by following the slash and burn method of the local cacao farmers. In this system, all the weeds, shrubs and SF trees were manually cut and allowed to dry then burnt on location |
|
| None, but when the shade was less than 50%, banana ( | Yellow corn ( |
|
| Shimbillo ( | Shimbillo ( |
|
| IMC-67 | IMC-67 |
|
| 250 g seabirds manure, mixed with inorganic fertilizer 0.5 kg (14N-12P-4K) was added to each pit | 250 g seabirds manure, mixed with inorganic fertilizer 0.5 kg (14N-12P-4K) was added to each pit |
|
| Mineral fertilization 0.5 kg of 196 N -250P-220K (urea, DAP, PCl) per plant at 2010 | Mineral fertilization 0.5 141N-181P-109K (urea, DAP, PCl) per plant at 2010 |
|
| Hand weeding as needed | Hand weeding as needed |
|
| IPM | IPM |
|
| One time per year (September to October) | One time per year (September to October) |
1IPM are referred to integrated pest management that consist in the optimization of cultural practices [15], such as removal of sick and diseases infested parts of the tree, adequate pruning,and protection of pods with cooper fungicide in the period of pod development (four times per year between December to March). DAP: Diammonium phosphate, PCl: Potassium chloride.
Fig 2Management practices adapted and sequence of crops adapted in cacao agroforestry systems.
SF (0) land under secondary forest before the implementation of cacao, 2004. E = soil sampling, spaces in blank indicates maintenance of cacao.
Cacao Genotypes and Spontaneous Hybrid Selected for Evaluation of their Impact on Soil Physical and Chemical Properties under Long Term Cacao Agroforestry Management Systems (ITAS, INAS).
| Genotype | Description | Origin | Characteristics |
|---|---|---|---|
|
| Imperial College Selection | Trinidad | SC, FTRR, |
|
| United Fruit Series | Costa Rica | SC, |
|
| Castro Naranjal Collection | Ecuador | SC, WbR, HP |
|
| Tropical Crops Institute | Juanjui–Peru | SC |
|
| Tropical Crops Institute | Juanjui–Peru | SC |
|
| Tropical Crops Institute | Tocache–Peru | SC |
|
| Tropical Crops Institute | Tocache–Peru | SC, WbR, |
|
| Tropical Crops Institute | Tocache–Peru | SC, WbR |
|
| Huallaga Collection | Huallaga- River Basin- Peru | SC |
|
| Ucayali Collection | Ucayali- River Basin-Peru | SC |
|
| Hybrid (Control) | Peru | SI |
*SC = Self-compatible, SI = Self-incompatible, WbR = Witches' Broom Resistant, HP = High productivity, FTRR = Frosty Pod Rot Resistant.
Fig 3Changes in soil physical properties.
Under long term agroforestry management systems (INAS, ITAS) as compared to soil properties of SF at different depths (0–20, 20–40, 40–60 cm) during 2004 to 2010 experimental period.
Fig 4Changes in soil chemical properties.
Under long term agroforestry management systems (INAS, ITAS) as compared to soil properties of SF at different depths (0–20, 20–40, 40–60 cm) during 2004 to 2010 experimental period.
Fig 5Changes in soil chemical properties.
Under long term agroforestry management systems (INAS, ITAS) as compared to soil properties of SF at different depths (0–20, 20–40, 40–60 cm) during 2004 to 2010 experimental period.
Fig 6Changes in soil chemical properties.
Under long term agroforestry management systems (INAS, ITAS) as compared to soil properties of SF at different depths (0–20, 20–40, 40–60 cm) during 2004 to 2010 experimental period.
Soil Physical Properties: BD, Po, FC, WP, and PAW, Influenced by System of Cacao Management and Year of Cultivation (Irrespective of Soil Depth and Genotypes).
| Depth | Soil physical properties | Year | ANOVAs of linear mixed effect model with repeated measures | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source of variation | ||||||||||||||
| 2004 | 2006 | 2008 | 2010 | Average (2004–2010) | System (S) | Year (Y) | S x Y | |||||||
| INAS | ITAS | INAS | ITAS | INAS | ITAS | INAS | ITAS | INAS | ITAS | Df | ||||
| 1 | 3 | 3 | ||||||||||||
| P values | ||||||||||||||
|
| BD | 1.35 b | 1.42 a | 1.32 c | 1.36 b | 1.30 c | 1.33 c | 1.26 d | 1.35 b | 1.31 B | 1.37 A | <0.0001 | <0.0001 | 0.0416 |
| Po | 49.10 c | 46.40 d | 50.36 b | 48.58 c | 51.11 b | 49.98 b | 52.40 a | 49.21 c | 50.74 A | 48.54 B | <0.0001 | <0.0001 | 0.0404 | |
| FC | 34.70 d | 29.50 e | 41.17 b | 37.89 c | 41.76 b | 40.33 b | 43.43 a | 38.45 c | 40.26 A | 36.54 B | <0.0001 | <0.0001 | 0.0157 | |
| WP | 20.80 d | 17.70 e | 29.30 b | 26.40 c | 30.50 b | 28.85 b | 32.89 a | 27.20 c | 28.37 A | 25.04 B | <0.0001 | <0.0001 | 0.0455 | |
| PAW | 13.90 a | 11.80 b | 11.86 b | 11.49 b | 11.26 b | 11.48 b | 10.55 c | 11.24 b | 11.89 A | 11.50 B | 0.0025 | <0.0001 | <0.0001 | |
|
| BD | 1.39 a | 1.39 a | 1.32 b | 1.37 a | 1.31 b | 1.33 b | 1.25 c | 1.37 a | 1.32 B | 1.36 A | <0.0001 | <0.0001 | 0.0001 |
| Po | 47.50 c | 47.50 c | 50.36 b | 48.28 c | 50.65 b | 49.91 b | 52.94 a | 48.44 c | 50.37 A | 48.53 B | <0.0001 | <0.0001 | 0.0001 | |
| FC | 39.30 c | 33.00 d | 43.10 b | 40.64 c | 42.24 b | 42.48 b | 45.35 a | 40.40 c | 42.50 A | 39.13 B | <0.0001 | <0.0001 | <0.0001 | |
| WP | 26.50 c | 19.60 d | 31.14 b | 29.06 b | 30.43 b | 30.90 b | 34.03 a | 28.95 b | 30.53 A | 27.13 B | <0.0001 | <0.0001 | <0.0001 | |
| PAW | 12.80 b | 13.40 a | 11.95 c | 11.58 d | 11.81 c | 11.58 d | 11.32 d | 11.45 d | 11.97 A | 12.00 A | 0.6919 | <0.0001 | 0.0003 | |
|
| BD | 1.38 b | 1.44 a | 1.33 c | 1.35 c | 1.32 c | 1.31 c | 1.25 d | 1.34 c | 1.32 B | 1.36 A | 0.0001 | <0.0001 | 0.0021 |
| Po | 47.90 c | 45.70 d | 49.78 b | 48.92 b | 50.05 b | 50.62 b | 52.80 a | 49.44 b | 50.13 A | 48.67 B | 0.0001 | <0.0001 | 0.0022 | |
| FC | 41.20 b | 30.70 c | 42.91 b | 41.86 b | 42.07 b | 44.05 a | 45.88 a | 42.65 b | 43.02 A | 39.82 B | <0.0001 | <0.0001 | <0.0001 | |
| WP | 28.70 b | 16.90 c | 30.66 b | 30.23 b | 30.14 b | 32.38 a | 34.16 a | 30.92 b | 30.92 A | 27.61 B | <0.0001 | <0.0001 | <0.0001 | |
| PAW | 12.50 b | 13.80 a | 12.25 b | 11.63 c | 11.93 c | 11.67 c | 11.73 c | 11.73 c | 12.10 A | 12.21 A | 0.1764 | <0.0001 | <0.0001 | |
*, At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system. BD: bulk density (g cm-3), Po: Porosity (%), FC: field capacity (%), WP: wilting point (%), PAW: plant available water (%).
**Different lower case letters on the right of each value in row indicate significant difference between years 2004 to 2010 and between system per year (0-20cm, 20-40cm, 40–60 depth) (DGC test, P, 0.05).
***Different capital letters on the right of each average value in row for each variable indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models with repeated measures analysis: System (S) (n = 2), Year (Y) (n = 4) and S x Y (n = 8), random factor in the model: Block (n = 3) and Genotypes (n = 11). The Depth was analyzed individually.
Soil Physical Properties: BD, Po, FC, WP, and PAW, for 2010 Influenced by Systems of Cacao Management and Cacao Genotypes at 0-20cm Depth.
| Year | System | Genotypes | Soil chemical properties | ||||
|---|---|---|---|---|---|---|---|
| BD | Por | FC | WP | PAW | |||
|
| |||||||
| INAS | 1.35 | 49.10 | 34.70 | 20.80 | 13.90 | ||
| ITAS | 1.42 | 46.40 | 29.50 | 17.70 | 11.80 | ||
|
| |||||||
| INAS | ICS-95 | 1.30 a | 51.07 b | 42.97 a | 33.03 a | 9.93 b | |
| UF-613 | 1.25 b | 52.70 a | 43.73 a | 33.80 a | 9.93 b | ||
| CCN-51 | 1.21 b | 54.20 a | 43.97 a | 34.43 a | 9.53 b | ||
| ICT-1112 | 1.27 b | 52.10 a | 42.53 a | 31.47 a | 11.07 a | ||
| ICT-1026 | 1.30 a | 50.93 b | 42.37 a | 30.90 a | 11.47 a | ||
| ICT-2162 | 1.27 b | 52.07 a | 42.73 a | 31.63 a | 11.10 a | ||
| ICT-2171 | 1.26 b | 52.57 a | 44.33 a | 33.20 a | 11.13 a | ||
| ICT-2142 | 1.25 b | 52.70 a | 44.30 a | 34.03 a | 10.27 b | ||
| H-35 | 1.23 b | 53.70 a | 44.03 a | 33.90 a | 10.13 b | ||
| U-30 | 1.27 b | 52.20 a | 43.63 a | 33.03 a | 10.60 b | ||
| Hybrid | 1.27 b | 52.20 a | 43.17 a | 32.33 a | 10.83 b | ||
| ITAS | ICS-95 | 1.31 a | 50.43 b | 39.97 a | 28.47 b | 11.50 a | |
| UF-613 | 1.32 a | 50.07 b | 40.83 a | 29.27 b | 11.57 a | ||
| CCN-51 | 1.34 a | 49.57 b | 37.97 b | 27.57 b | 10.40 b | ||
| ICT-1112 | 1.36 a | 48.53 b | 37.97 b | 26.07 b | 11.90 a | ||
| ICT-1026 | 1.37 a | 48.33 b | 38.20 b | 26.20 b | 12.00 a | ||
| ICT-2162 | 1.32 a | 50.30 b | 41.00 a | 29.20 b | 11.80 a | ||
| ICT-2171 | 1.35 a | 49.20 b | 36.93 b | 27.00 b | 9.93 b | ||
| ICT-2142 | 1.34 a | 49.53 b | 37.13 b | 26.80 b | 10.33 b | ||
| H-35 | 1.34 a | 49.30 b | 40.30 a | 28.93 b | 11.37 a | ||
| U-30 | 1.38 a | 48.07 b | 36.03 b | 24.47 b | 11.57 a | ||
| Hybrid | 1.38 a | 47.93 b | 36.57 b | 25.27 b | 11.30 a | ||
| Average (INAS) | 1.26 B | 52.40 A | 43.43 A | 32.89 A | 10.55 B | ||
| Average (ITAS) | 1.35 A | 49.21 B | 38.45 B | 27.20 B | 11.24 A | ||
|
| |||||||
| Source of variability | Df | P value | |||||
|
| 1 | <0.0001 | <0.0001 | 0.0002 | <0.0001 | 0.0074 | |
|
| 10 | 0.9371 | 0.9402 | 0.9953 | 0.9725 | 0.1161 | |
|
| 10 | 0.9745 | 0.9749 | 0.9851 | 0.9970 | 0.5351 | |
* At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system. BD: bulk density (g cm-3), Po: Porosity (%), FC: field capacity (%), WP: wilting point (%), PAW: plant available water (%).
**Different lower case letters on the right of each value in column indicate significant difference between Genotypes in 2010 at 0-20cm depth, (DGC test, P, 0.05).
***Different capital letters on the right of each average value for each variable in column indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models analysis: System (S) (n = 2), Genotype (G) (n = 11) and S x G (n = 22), random factor in the model: Block (n = 3).
Soil Chemical Properties: pH, EC, SOM, Ext. P, Ext. K, Ext. Fe and Ext. Cu, Influenced by System of Cacao Management and Year of Cultivation (Irrespective of Soil Depth and Genotypes).
| Depth | Soil chemical properties | Year /System | ANOVAs of linear mixed effect model with repeated measures | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source of variation | ||||||||||||||
| 2004 | 2006 | 2008 | 2010 | Average (2004–2010) | System (S) | Year (Y) | S x Y | |||||||
| INAF | ITA | IN | IT | IN | IT | IN | IT | INAS | ITA | Df | ||||
| 1 | 3 | 3 | ||||||||||||
| P values | ||||||||||||||
|
| pH | 5.60 c | 6.30 a | 5.75 b | 5.25 d | 5.83 b | 5.22 d | 5.86 b | 5.48 c | 5.76 A | 5.56 B | 0.0007 | <0.0001 | <0.0001 |
| EC | 0.58 a | 0.50 b | 0.55 a | 0.38 c | 0.27 d | 0.20 e | 0.21 e | 0.12 f | 0.41 A | 0.30 B | <0.0001 | <0.0001 | 0.0667 | |
| SOM | 3.90 a | 3.50 b | 3.52 b | 3.28 b | 3.20 b | 3.47 b | 3.34 b | 3.38 b | 3.49 A | 3.41 A | 0.3542 | 0.0088 | 0.0312 | |
| Ext. P | 6.50 c | 10.50 a | 6.87 c | 9.32 b | 1.73 e | 3.69 d | 2.58 e | 4.76 d | 4.42 B | 7.07 A | <0.0001 | <0.0001 | 0.0293 | |
| Ext. K | 130.0 a | 106.0 b | 77.79 c | 70.39 d | 62.42 d | 65.82 d | 47.00 e | 53.09 e | 79.30 A | 73.82 B | 0.0315 | <0.0001 | 0.0001 | |
| Ext. Fe | 69.50 c | 182.0 a | 50.72 c | 91.10 b | 55.45 c | 114.8 b | 37.18 c | 51.05 c | 53.21 B | 109.74 A | <0.0001 | <0.0001 | <0.0001 | |
| Ext. Cu | 1.30 d | 2.60 a | 2.26 b | 1.70 c | 1.54 c | 2.55 a | 2.07 b | 1.09 d | 1.79 B | 1.99 A | 0.0074 | <0.0001 | <0.0001 | |
|
| pH | 5.00 b | 5.80 a | 5.63 a | 5.07 b | 5.50 a | 5.05 b | 5.73 a | 5.30 a | 5.46 A | 5.31 A | 0.0570 | 0.2183 | <0.0001 |
| EC | 0.54 a | 0.39 b | 0.38 b | 0.29 c | 0.14 d | 0.10 e | 0.14 d | 0.08 e | 0.30 A | 0.21 B | <0.0001 | <0.0001 | 0.0196 | |
| SOM | 1.60 b | 3.30 a | 1.51 b | 1.68 b | 1.62 b | 1.74 b | 1.53 b | 1.60 b | 1.57 B | 2.08 A | <0.0001 | <0.0001 | <0.0001 | |
| Ext. P | 4.10 c | 7.00 a | 3.11 d | 5.34 b | 0.65 f | 0.99 f | 2.09 e | 2.58 e | 2.49 B | 3.98 A | <0.0001 | <0.0001 | <0.0001 | |
| Ext. K | 77.00 b | 93.30 a | 45.08 c | 42.14 c | 40.88 c | 45.39 c | 34.42 d | 39.88 c | 49.35 B | 55.18 A | 0.0006 | <0.0001 | 0.0009 | |
| Ext. Fe | 150.3 b | 329.4 a | 50.78 d | 92.98 c | 58.56 d | 114.5 c | 22.91 e | 71.30 d | 70.63 B | 152.0 A | <0.0001 | <0.0001 | <0.0001 | |
| Ext. Cu | 1.40 c | 1.85 b | 2.23 a | 1.66 b | 1.38 c | 2.39 a | 1.64 b | 1.46 c | 1.66 B | 1.84 A | 0.0092 | <0.0001 | <0.0001 | |
|
| pH | 4.80 b | 5.73 a | 5.69 a | 5.14 b | 5.60 a | 5.07 b | 5.70 a | 5.13 b | 5.45 A | 5.27 A | 0.0509 | 0.6195 | <0.0001 |
| EC | 0.40 a | 0.19 d | 0.34 b | 0.26 c | 0.13 e | 0.08 e | 0.17 d | 0.10 e | 0.26 A | 0.16 B | <0.0001 | <0.0001 | 0.0003 | |
| SOM | 1.30 b | 2.30 a | 0.83 d | 1.12 c | 1.02 c | 1.13 c | 0.95 c | 1.13 c | 1.03 B | 1.42 A | <0.0001 | <0.0001 | <0.0001 | |
| Ext. P | 3.30 b | 4.90 a | 2.56 b | 3.81 b | 0.66 c | 1.12 c | 4.56 a | 4.38 a | 2.77 B | 3.55 A | 0.0029 | <0.0001 | 0.0702 | |
| Ext. K | 76.00 b | 103.0 a | 35.47 d | 38.50 d | 37.97 d | 46.61 c | 53.94 c | 54.70 c | 50.84 A | 60.70 B | <0.0001 | <0.0001 | 0.0003 | |
| Ext. Fe | 68.60 a | 93.00 a | 33.60 b | 79.36 a | 36.06 b | 94.48 a | 40.54 b | 48.44 b | 44.70 B | 78.82 A | <0.0001 | <0.0001 | 0.0055 | |
| Ext. Cu | 1.30 d | 1.30 d | 1.83 b | 1.57 c | 1.14 d | 2.28 a | 2.02 b | 1.36 d | 1.57 A | 1.63 A | 0.4297 | <0.0001 | <0.0001 | |
*, At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system pH (1:1), EC: Electric conductivity (dS m-1), SOM: soil organic matter (%). Ext. = Extactable. P (μg g-1), K (μg g-1), Fe (μg g-1), Cu (μg g-1).
**Different lower case letters on the right of each value in row indicate significant difference between years 2004 to 2010 and between system per year (0-20cm, 20-40cm, 40–60 depth) (DGC test, P, 0.05).
***Different capital letters on the right of each average value in row for each variable indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models with repeated measures analysis: System (S) (n = 2), Year (Y) (n = 4) and S x Y (n = 8), random factor in the model: Block (n = 3) and Genotypes (n = 11). The Depth was analyzed individually.
Soil Chemical Properties: Ext Zn, Ext Mn, Exch K, Exch Ca, Exch Mg, Exch Al+H, and CEC, Influenced by System of Cacao Management and Year of Cultivation (Irrespective of Soil Depth and Genotypes).
| Depth | Soil chemical properties | Year /System | ANOVAs of linear mixed effect model with repeated measures | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source of variation | ||||||||||||||
| 2004 | 2006 | 2008 | 2010 | Average (2004–2010) | System (S) | Year (Y) | S x Y | |||||||
| INA | IT | INA | IT | IN | IT | IN | IT | INAS | IT | Df | ||||
| 1 | 3 | 3 | ||||||||||||
| P values | ||||||||||||||
|
| Ext. Zn | 2.30 a | 1.73 b | 2.40 a | 2.06 b | 1.63 b | 1.92 b | 0.94 c | 0.67 c | 1.82 A | 1.60 B | 0.0078 | <0.0001 | 0.0027 |
| Ext. Mn | 17.30 c | 5.23 c | 73.06 a | 73.39 a | 37.23 b | 28.83 b | 20.50 c | 11.08 c | 37.02 A | 29.63 B | 0.0173 | <0.0001 | 0.5181 | |
| Exch. K | 0.25 a | 0.20 b | 0.20 b | 0.19 b | 0.16 c | 0.17 c | 0.12 d | 0.14 d | 0.18 A | 0.17 A | 0.1678 | <0.0001 | 0.0038 | |
| Exch. Ca | 18.15 c | 16.20 c | 13.49 d | 12.93 d | 23.21 b | 11.06 d | 25.85 a | 20.95 b | 20.17 A | 15.29 B | <0.0001 | <0.0001 | <0.0001 | |
| Exch. Mg | 2.39 a | 2.50 a | 1.19 c | 1.12 c | 1.92 b | 1.03 c | 2.36 a | 1.83 b | 1.97 A | 1.62 B | <0.0001 | <0.0001 | <0.0001 | |
| Exch. Al | 0.30 b | 0.00 b | 0.29 b | 0.26 b | 0.50 a | 0.12 b | 0.13 b | 0.18 b | 0.31 A | 0.14 B | 0.0277 | 0.3099 | 0.1489 | |
| CEC | 21.09 b | 18.90 c | 15.17 d | 14.50 d | 25.79 a | 12.38 d | 28.46 a | 23.09 b | 22.63 A | 17.22 B | <0.0001 | <0.0001 | <0.0001 | |
|
| Ext. Zn | 2.00 b | 3.10 a | 1.29 c | 1.08 c | 0.73 d | 1.09 c | 0.55 d | 0.37 e | 1.14 B | 1.41 A | <0.0001 | <0.0001 | <0.0001 |
| Ext. Mn | 13.80 d | 4.35 d | 50.11 b | 63.92 a | 42.51 b | 28.06 c | 12.74 d | 9.54 d | 29.79 A | 26.46 A | 0.262 | <0.0001 | 0.0054 | |
| Exch. K | 0.17 b | 0.40 a | 0.12 c | 0.11 c | 0.10 c | 0.12 c | 0.09 d | 0.10 c | 0.12 B | 0.18 A | <0.0001 | <0.0001 | <0.0001 | |
| Exch. Ca | 14.23 c | 19.40 b | 12.81 c | 12.76 c | 22.08 b | 10.73 c | 25.01 a | 21.75 b | 18.53 A | 16.16 B | 0.0038 | <0.0001 | <0.0001 | |
| Exch. Mg | 1.42 b | 2.10 a | 0.96 c | 1.00 c | 1.47 b | 0.87 c | 1.60 b | 1.60 b | 1.36 A | 1.39 A | 0.5742 | <0.0001 | <0.0001 | |
| Exch. Al | 2.40 a | 0.10 c | 1.66 b | 0.55 c | 1.32 b | 0.52 c | 1.83 b | 0.32 c | 1.80 A | 0.37 B | <0.0001 | 0.6596 | 0.0282 | |
| CEC | 18.22 c | 22.00 b | 15.55 d | 14.41 d | 24.98 b | 12.25 d | 28.53 a | 23.77 b | 21.82 A | 18.11 B | <0.0001 | <0.0001 | <0.0001 | |
|
| Ext. Zn | 1.70 a | 1.21 b | 1.14 b | 0.87 c | 0.61 d | 1.27 b | 1.00 c | 0.56 d | 1.11 A | 0.98 B | 0.0278 | <0.0001 | <0.0001 |
| Ext. Mn | 10.90 b | 1.83 c | 32.81ª | 48.44 a | 40.13ª | 19.12 b | 18.53 b | 12.45 b | 25.6 A | 20.46 A | 0.1155 | <0.0001 | 0.0011 | |
| Exch. K | 0.17 b | 0.20 a | 0.09 d | 0.10 d | 0.10 d | 0.12 c | 0.14 c | 0.14 c | 0.13 B | 0.14 A | 0.0332 | <0.0001 | 0.4316 | |
| Exch. Ca | 12.76 b | 7.30 c | 12.45 b | 12.83 b | 20.39 a | 11.37 b | 24.28 a | 21.77 a | 17.47 A | 13.32 B | <0.0001 | <0.0001 | 0.001 | |
| Exch. Mg | 1.11 a | 0.80 b | 0.78 b | 0.92 b | 1.22ª | 0.90 b | 1.11 a | 1.12 a | 1.06 A | 0.93 B | 0.0151 | 0.0012 | 0.0017 | |
| Exch. Al | 5.00 a | 0.30 c | 3.25 b | 1.37 c | 2.83 b | 1.47 c | 3.19 b | 1.57 c | 3.57 A | 1.18 B | <0.0001 | 0.7632 | 0.0015 | |
| CEC | 19.04 c | 8.60 e | 16.58 d | 15.22 d | 24.54 b | 13.85 d | 28.72 a | 24.60 b | 22.22 A | 15.57 B | <0.0001 | <0.0001 | <0.0001 | |
* At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system, Ext. = Extactable. Zn: (μg g-1), and Mn (μg g-1). Exch. = Exchangeable. K (cmol kg-1), Ca (cmol kg-1), Mg (cmol kg-1) and Al+H (cmol kg-1). CEC: Cationic Exchange Capacity(cmol kg-1).
** Different lower case letters on the right of each value in row indicate significant difference between years 2004 to 2010 and between system per year (0-20cm, 20-40cm, 40–60 depth) (DGC test, P, 0.05).
***Different capital letters on the right of each average value in row for each variable indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models with repeated measures analysis: System (S) (n = 2), Year (Y) (n = 4) and S x Y (n = 8), random factor in the model: Block (n = 3) and Genotypes (n = 11). The depth was analyzed individually.
Soil Chemical Properties: pH, EC, SOM, Ext. P, Ext. K, Ext. Fe and Ext. Cu, for 2010 Influenced by Systems of Cacao Management and Cacao Genotypes at 0-20cm Depth.
| Year | System | Genotypes | Soil chemical properties | ||||||
|---|---|---|---|---|---|---|---|---|---|
| pH | EC | SOM | Ext. P | Ext. K | Ext. Fe | Ext. Cu | |||
|
| |||||||||
| INAS | 5.60 | 0.58 | 3.90 | 6.50 | 130.00 | 69.50 | 1.30 | ||
| ITAS | 6.30 | 0.50 | 3.50 | 10.50 | 106.00 | 182.00 | 2.60 | ||
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| |||||||||
| INAS | ICS-95 | 5.82 b | 0.16 b | 3.00 a | 2.57 b | 43.67 b | 33.03 b | 2.27 a | |
| UF-613 | 6.11 a | 0.24 a | 3.51 a | 2.31 b | 59.67 b | 23.13 b | 1.83 a | ||
| CCN-51 | 5.30 b | 0.11 b | 2.28 b | 2.63 b | 47.67 b | 55.37 b | 2.30 a | ||
| ICT-1112 | 5.87 b | 0.24 a | 3.00 a | 2.79 b | 59.00 b | 9.73 b | 1.83 a | ||
| ICT-1026 | 6.22 a | 0.23 a | 3.48 a | 4.10 a | 32.67 b | 5.10 b | 1.50 b | ||
| ICT-2162 | 5.57 b | 0.17 b | 3.69 a | 3.31 b | 31.00 b | 54.27 b | 2.53 a | ||
| ICT-2171 | 6.22 a | 0.26 a | 3.63 a | 2.72 b | 70.67 a | 54.83 b | 2.43 a | ||
| ICT-2142 | 6.22 a | 0.28 a | 3.63 a | 2.36 b | 53.67 b | 53.07 b | 2.17 a | ||
| H-35 | 5.64 b | 0.17 b | 2.95 a | 1.18 b | 42.33 b | 31.30 b | 1.90 a | ||
| U-30 | 5.71 b | 0.30 a | 3.59 a | 1.98 b | 33.67 b | 69.43 b | 2.13 a | ||
| Hybrid | 5.76 b | 0.20 b | 3.94 a | 2.44 b | 43.00 b | 19.67 b | 1.90 a | ||
| ITAS | ICS-95 | 5.33 b | 0.15 b | 3.59 a | 2.36 b | 60.33 b | 52.03 b | 0.93 b | |
| UF-613 | 5.36 b | 0.11 b | 3.74 a | 2.66 b | 54.00 b | 39.87 b | 0.90 b | ||
| CCN-51 | 5.56 b | 0.10 b | 3.03 a | 6.92 a | 43.33 b | 46.60 b | 0.97 b | ||
| ICT-1112 | 5.40 b | 0.11 b | 3.48 a | 7.20 a | 46.33 b | 66.07 b | 1.23 b | ||
| ICT-1026 | 5.48 b | 0.10 b | 3.45 a | 5.05 a | 46.00 b | 34.13 b | 1.00 b | ||
| ICT-2162 | 5.71 b | 0.13 b | 3.49 a | 4.18 a | 55.67 b | 56.00 b | 1.07 b | ||
| ICT-2171 | 5.66 b | 0.12 b | 3.65 a | 5.11 a | 55.00 b | 27.10 b | 1.00 b | ||
| ICT-2142 | 5.61 b | 0.19 b | 3.44 a | 6.37 a | 54.67 b | 67.10 b | 1.47 b | ||
| H-35 | 5.31 b | 0.09 b | 3.25 a | 4.47 a | 46.33 b | 40.03 b | 1.07 b | ||
| U-30 | 5.60 b | 0.16 b | 3.16 a | 2.54 b | 54.33 b | 35.87 b | 1.00 b | ||
| Hybrid | 5.24 b | 0.09 b | 2.93 a | 5.53 a | 68.00a | 96.73 a | 1.37 b | ||
| Average (INAS) | 5.86 A | 0.21 A | 3.34 A | 2.58 B | 47.00A | 37.18 B | 2.07 A | ||
| Average (INAS) | 5.48 B | 0.12 B | 3.38 A | 4.76 A | 53.09 | 51.05 A | 1.09B | ||
|
| |||||||||
| Source of variability | Df | P value | |||||||
|
| 1 | 0.0175 | 0.0001 | 0.8237 | 0.0051 | 0.3991 | 0.1235 | <0.0001 | |
|
| 10 | 0.8994 | 0.2914 | 0.7778 | 0.7472 | 0.9539 | 0.6869 | 0.7524 | |
|
| 10 | 0.9172 | 0.8653 | 0.894 | 0.8825 | 0.9448 | 0.2881 | 0.6472 | |
* At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system, pH (1:1), EC: Electric conductivity (dS m-1), SOM: soil organic matter (%), Ext. = Extactable. P (μg g-1), K (μg g-1), Fe (μg g-1), Cu (μg g-1).
**Different lower case letters on the right of each value in column indicate significant difference between Genotypes in 2010 at 0-20cm depth, (DGC test, P, 0.05).
*** Different capital letters on the right of each average value for each variable in column indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models analysis: System (S) (n = 2), Genotype (G) (n = 11) and S x G (n = 22), random factor in the model: Block (n = 3).
Soil Chemical Properties: Ext Zn, Ext Mn, Exch K, Exch Ca, Exch Mg, Exch Al+H, and CEC, for 2010 Influenced by Systems of Cacao Management and Cacao Genotypes at 0-20cm Depth.
| Year | System | Genotypes | Soil chemical properties | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Ext. Zn | Ext. Mn | Exch. K | Exch. Ca | Exch. Mg | Exch. Al+H | CEC | |||
|
| |||||||||
| INAS | 2.30 | 17.30 | 0.25 | 18.15 | 2.39 | 0.30 | 21.09 | ||
| ITAS | 1.73 | 5.23 | 0.20 | 16.20 | 2.50 | 0.00 | 18.90 | ||
|
| |||||||||
| INAS | ICS-95 | 1.03 b | 15.60 b | 0.11 b | 18.37 b | 1.72 b | 0.37 b | 20.57 b | |
| UF-613 | 0.78 b | 19.87 b | 0.18 a | 26.67 b | 2.37 b | 0.00 b | 29.22 b | ||
| CCN-51 | 0.70 b | 27.73 b | 0.12 b | 17.55 b | 2.07 b | 0.43 b | 20.17 b | ||
| ICT-1112 | 0.63 b | 6.57 b | 0.15 b | 25.06 b | 2.27 b | 0.27 b | 27.75 b | ||
| ICT-1026 | 0.67 b | 9.00 b | 0.08 b | 24.15 b | 2.10 b | 0.00 b | 26.34 b | ||
| ICT-2162 | 1.93 a | 43.83 a | 0.08 b | 22.19 b | 3.16 a | 0.00 b | 25.42 b | ||
| ICT-2171 | 1.40 b | 24.23 b | 0.18 a | 32.30 a | 2.18 b | 0.00 b | 34.66 a | ||
| ICT-2142 | 1.27 b | 14.83 b | 0.14 b | 34.04 a | 2.44 b | 0.00 b | 36.62 a | ||
| H-35 | 0.43 b | 18.47 b | 0.11 b | 25.06 b | 1.94 b | 0.40 b | 27.52 b | ||
| U-30 | 1.07 b | 31.23 b | 0.09 b | 32.61 a | 2.94 a | 0.00 b | 35.64 a | ||
| Hybrid | 0.47 b | 14.17 b | 0.11 b | 26.35 b | 2.74 a | 0.00 b | 29.20 b | ||
| ITAS | ICS-95 | 0.63 b | 6.50 b | 0.16 b | 20.93 b | 2.11 b | 0.27 b | 23.47 b | |
| UF-613 | 0.53 b | 10.03 b | 0.14 b | 22.98 b | 2.02 b | 0.00 b | 25.14 b | ||
| CCN-51 | 0.40 b | 15.17 b | 0.11 b | 15.12 b | 1.54 b | 0.00 b | 16.77 b | ||
| ICT-1112 | 0.70 b | 11.87 b | 0.12 b | 20.35 b | 1.59 b | 1.47 a | 23.53 b | ||
| ICT-1026 | 0.53 b | 8.63 b | 0.12 b | 26.47 b | 1.67 b | 0.00 b | 28.26 b | ||
| ICT-2162 | 0.47 b | 11.40 b | 0.14 b | 22.94 b | 1.78 b | 0.00 b | 24.86 b | ||
| ICT-2171 | 0.60 b | 10.20 b | 0.14 b | 25.46 b | 2.12 b | 0.00 b | 27.71 b | ||
| ICT-2142 | 1.10 b | 10.53 b | 0.14 b | 23.21 b | 1.82 b | 0.13 b | 25.30 b | ||
| H-35 | 0.57 b | 9.87 b | 0.12 b | 18.09 b | 1.75 b | 0.00 b | 19.96 b | ||
| U-30 | 0.93 b | 9.70 b | 0.14 b | 20.49 b | 1.99 b | 0.00 b | 22.62 b | ||
| Hybrid | 0.90 b | 18.03 b | 0.17 a | 14.39 b | 1.77 b | 0.07 b | 16.40 b | ||
| Average (INAS) | 0.94 A | 20.50 A | 0.12 B | 25.85 A | 2.36 A | 0.13 B | 28.46 A | ||
| Average (ITAS) | 0.67B | 11.08 B | 0.14 A | 20.95 B | 1.83 B | 0.18 A | 23.09 B | ||
|
| |||||||||
| Source of variability | Df | P value | |||||||
|
| 1 | 0.0976 | 0.0021 | 0.4795 | 0.0382 | 0.0158 | 0.7816 | 0.0259 | |
|
| 10 | 0.5619 | 0.2055 | 0.9229 | 0.4248 | 0.8978 | 0.4050 | 0.4384 | |
|
| 10 | 0.5548 | 0.2476 | 0.8983 | 0.8752 | 0.8889 | 0.7119 | 0.8679 | |
* At the time of install of INAS and ITAS. INAS: improved natural agroforestry system, ITAS: improved traditional agroforestry system,Ext. = Extactable. Zn (μg g-1), Mn (μg g-1). Exch. = Exchangeable. K (cmol kg-1), Ca (cmol kg-1), and Mg (cmol kg-1) and Al+H (cmol kg-1). CEC: Cationic Exchange Capacity (cmol kg-1).
**Different lower case letters on the right of each value in column indicate significant difference between Genotypes in 2010 at 0-20cm depth, (DGC test, P, 0.05)
*** Different capital letters on the right of each average value among for each variable in column indicate significant difference between systems (DGC test, P, 0.05). P value and degree of freedom (Df) of fixed effect in linear mixed effect models analysis: System (S) (n = 2), Genotype (G) (n = 11) and S x G (n = 22), random factor in the model: Block (n = 3).