| Literature DB >> 23725379 |
José Blancas1, Alejandro Casas, Diego Pérez-Salicrup, Javier Caballero, Ernesto Vega.
Abstract
BACKGROUND: Management types and their intensity may vary according to indicators such as: (1) practices complexity, (2) degree of techniques specialization, (3) occurrence and types of social regulations, (4) artificial selection intensity, (5) energy invested, (6) tools types, and (7) amounts of resources obtained. Management types of edible plants were characterized and analyzed in Náhuatl communities of the Tehuacán Valley. We expected that both natural and human pressures generate risk on plant resources availability, influencing human responses of management directed to decrease risk. We particularly hypothesized that magnitude of risk would be a direct function of human pressures favored by cultural and economic value and ecological factors such as scarcity (restricted distribution and abundance). Management practices may decrease risk of plant resources, more effectively when they are more intense; however, absence or insufficiency of management practices on endangered plants may favor loss of their populations. Understanding current management motives and their consequences on the purpose of ensuring availability of plant resources might allow us to understand similar processes occurring in the past. This issue is particularly important to be studied in the Tehuacán Valley, where archaeologists documented possible scenarios motivating origins of plant management by agriculture during prehistory.Entities:
Mesh:
Year: 2013 PMID: 23725379 PMCID: PMC3702518 DOI: 10.1186/1746-4269-9-39
Source DB: PubMed Journal: J Ethnobiol Ethnomed ISSN: 1746-4269 Impact factor: 2.733
Figure 1Study area. Location of municipality of Santa María Coyomeapan and the villages studied in the highlands of the Tehuacán Valley, central Mexico.
Edible plant species managed in Santa María Coyomeapan, Puebla
| Mexcalli cacaya | RP | S | VP, TI | CT, Ex | |
| Mexcalli mateuonti | CI | S | VP, TI | CT | |
| Baquilitl | VP | S | S | CT | |
| Colesh | VP | S | S | * | |
| Panispatl | VP | C | TI, S | * | |
| Zopelilquilitl | VP | C | VP | CT, Ex | |
| Tepejilote | CI | S | TI, S | CT, Ex | |
| Mabilquilitl | VP | S | S | CT | |
| Xocotebitl | CI | S | TI | Ex | |
| Mazitzi | RP | S | TI | CT, Ex | |
| Mototetl | CI | S | TI | CT, Ex | |
| Topetli | RP | S | TI | * | |
| Piñòn | RP | S | VP | CT | |
| Baxi | RP | S | TI, S | CT, Ex | |
| Sogogotl | VP | C | TI | CT, Ex | |
| Tequilitl | CI | C | VP | CT, Ex | |
| Xochiquilitl | RP | S | S | Ex | |
| Molquilitl | VP | C | S | * | |
| Tlanilpaquilitl | VP | S | VP, TI | * | |
| Toro lengua | VP | S | S | * | |
| Pipicha | CI | C | S | CT, Ex | |
| Capulli | RP | S | TI, S | CT, Ex | |
| Tamalabatl | VP | C | TI | * | |
| Rábano | VP | S | S | * | |
| Velijmolli | VP | C | TI, VP, S | CT, Ex | |
| Xometl | VP | C | VP | * | |
| Tempesquistle | RP | S | TI | CT, Ex | |
| Tomaquilitl | VP | S | S | Ex | |
| Memella | VP | S | S | * | |
| Elotlquilitl | RP | S | TI, VP | CT, Ex | |
| Tlalteztli | VP | C | S | * | |
| Tetzmolli | RP | S | TI | * | |
| Izotl | RP | S | VP | CT, Ex |
1 Mostly useful parts - CI Complete Individuals, RP Reproductive parts, Vegetative parts.
2 Disponibility - S Seasonally, C Continual.
3 Forms of propagation- S Seed; TI Transplantation Individuals; VP Vegetative parts.
4 Economic Importance - CT Cash transaction; Ex Exchanged; * Without economic importance.
Variables considered for analyzing management intensity (numbers in parentheses are the codified values)
| Lifecycle | Perennial (1) | Annual (2) | |||||||||
| Method of reproduction | Sexual (1) | Asexual (2) | Sexual and Asexual (3) | ||||||||
| Reproductive System | Mostly self-incompatible (1) | Mostly self-compatible (2) | |||||||||
| Maintenance Labours | Cleaningor weeding (0.5) | Grooves water penetration (0.5) | Softening soil (0.5) | Remove dead leaves or pruning branches (0.5) | Apply fertilizer (0.5) | Irrigation (0.5) | Fumigation (0.5) | Calcimine (0.5) | Separate clumps or propagules (0.5) | Place of guardians rods (0.5) | Make fences (0.5) |
| Artificial selection | Odor (1) | Form (1) | Color (1) | Flavor (1) | Size(1) | Phenological differences (1) | Texture (1) | ||||
| Collective regulation | No regulation (0) | Yes, but does not apply (1) | Yes, admonition applies (1.5) | Yes, applies monetary penalty (2) | |||||||
| Using Tools | Manual (0.5) | Stem, pole or equivalent (1) | Knife, penknife or equivalent (1.5) | Machete, sickle or equivalent (2) | Axe, shovel or equivalent (2.5) | Specialized (3) | |||||
| Proximity to site collects | Less than 100 mg (0.5) | Up to 1 Km (1) | Up to 5 km (1.5) | More than 5 km (2) | |||||||
| Time spent in collecting | Minutes (0.5) | Hours (1) | Days (2) | ||||||||
| Management forms | Simple collection (0.5) | Regulated collection (1) | Tolerance (1.5) | Enhancement (2) | Protection (2.5) | Vegetative parts transplantation (3) | Transplantation individuals (3.5) | Sowing seeds (4) | |||
Ecological, sociocultural and economic parameters calculated for the 33 edible species considered in this study
| 0.2919 | (5) 0.227 | (4) 1.920 | (3) 1166.666 | (5) 1310.965 | P(3) 2016995.962 | 33.333 | |
| 0.2427 | (2) 0.303 | (20) 3.000 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.1608 | (1) 0.394 | (12) 2.550 | (12) 20.000 | (12) 15.241 | P(12) 60.967 | 33.333 | |
| 0.1103 | (10) 0.133 | (17) 2.800 | - | **(8) 0.086 | A(7) 0.087 | 11.111 | |
| 0.0965 | (19) 0.034 | (28) 3.750 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.0869 | (6) 0.163 | (31) 4.000 | (11) 20.000 | (10) 129.520 | P 0.000 | 11.111 | |
| 0.0408 | (12) 0.080 | (18) 2.880 | (6) 146.666 | (3) 5501.371 | P(5) 225594.800 | 22.222 | |
| 0.0357 | (15) 0.062 | (9) 2.140 | (9) 80.000 | (6) 1146.264 | P(8) 18340.231 | 11.111 | |
| 0.0319 | * 0.001 | (22) 3.000 | - | **(3) 0.208 | P(11) 518.083 | 0.000 | |
| 0.0316 | (3) 0.278 | (10) 2.220 | - | **(9) 0.086 | A(8) 0.087 | 11.111 | |
| 0.0283 | * 0.001 | (8) 2.100 | (7) 140.000 | (11) 55.334 | P(10) 1549.356 | 11.111 | |
| 0.0234 | (11) 0.085 | (11) 2.430 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.0215 | (4) 0.259 | (3) 1.730 | - | **(4) 0.185 | A(3 0.185 | 22.222 | |
| 0.0171 | * 0.001 | (16) 2.670 | - | **(7) 0.162 | A(6) 0.162 | 22.222 | |
| 0.0136 | * 0.001 | (29) 3.750 | - | **(12) 0.075 | A(11) 0.075 | 11.111 | |
| 0.0133 | (9) 0.139 | (19) 2.900 | (4) 480.000 | (7) 548.163 | P(6) 210494.830 | 22.222 | |
| 0.0128 | (14) 0.064 | (33) 4.090 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.0092 | (20) 0.025 | (14) 2.600 | - | **(5) 0.185 | A(4) 0.185 | 22.222 | |
| 0.0075 | (18) 0.050 | (23) 3.100 | - | **(10) 0.075 | A(9) 0.075 | 11.111 | |
| 0.0070 | * 0.001 | (1) 1.560 | (1) 5180.000 | (1) 36436.946 | P(1) 169869044.816 | 33.333 | |
| 0.0046 | (7) 0.156 | (5) 2.000 | (5) 260.000 | (8) 454.600 | P(7) 94556.988 | 11.111 | |
| 0.0032 | * 0.001 | (15) 2.640 | - | **(11) 0.075 | A(10) 0.075 | 11.111 | |
| 0.0024 | (13) 0.070 | (25) 3.330 | - | 0.000 | P 0.000 | 0.000 | |
| 0.0016 | * 0.001 | (2) 1.710 | (10) 60.000 | (9) 176.668 | P(9) 2120.022 | 0.000 | |
| 0.0013 | (8) 0.148 | (27) 3.500 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.0008 | * 0.001 | (24) 3.290 | (8) 90.000 | (2) 7462.929 | P(4) 1041733.572 | 33.333 | |
| 0.0008 | (16) 0.060 | (32) 4.000 | - | **(2) 0.231 | A(2) 0.231 | 22.222 | |
| 0.0006 | (17) 0.053 | (21) 3.000 | 0.000 | 0.000 | P 0.000 | 0.000 | |
| 0.0004 | * 0.001 | (13) 2.570 | - | **(6) 0.185 | A(5) 0.185 | 22.222 | |
| 0.0001 | (21) 0.021 | (30) 3.880 | - | 0.000 | A 0.000 | 0.000 | |
| 0.0001 | * 0.001 | (6) 2.000 | - | **(13) 0.075 | A 0.000 | 0.000 | |
| 0.0001 | * 0.001 | (7) 2.000 | (2) 1920.000 | (4) 1897.257 | P(2) 3642734.885 | 33.333 | |
| 0.0000 | * 0.001 | (26) 3.440 | - | **(1) 0.295 | A(1) 0.295 | 33.333 |
*Species without economic importance.
( ) The number in parentheses indicates the hierarchical order of each species in the calculated parameters.
**Percentage of cover for annual species.
P Perennial species, A Annual species.
Matrices used in the partial canonical ordination (CCA)
| Management Intensity (Response Matrix Y) | Life cycle | Annual or perennial. |
| Method of reproduction | Sexual, asexual or both. | |
| Reproductive System | Mostly self-incompatible or Mostly self-compatible. | |
| Maintenance Labours | Cleaning or weeding, grooves water penetration, apply fertilizer, fumigation, etc. | |
| Artificial selection | If selection criteria are recognized by specific characteristic. | |
| Collective regulation | Existence of rules governing access to the resource and how it is applied. | |
| Using Tools | Types of tools used in resource extraction. | |
| Proximity to site collects | Distance in meters from households to the extraction sites. | |
| Time spent in collecting | Minutes, hours, and days. | |
| Management types | Conditions of a plant’s management, whether gathered, tolerated, promoted, protected or cultivated. | |
| Ecological (Matrix X) | Spatial distribution | Percentage of plots in which each species is present. |
| Temporal distribution | Harvested parts are available continuously throughout the year or only seasonally. | |
| Lyfe cycle | Annual or perennial. | |
| Reproductive System | Mostly self-incompatible or Mostly self-compatible. | |
| Ecological Dominance Index | Value calculated from the frequency, biomass, coverage and density. | |
| Usefulparts | Mostly vegetative parts, mostly reproductive parts or whole individuals. | |
| Frecuency | Proportion of presence in the quadrants of each sampling. | |
| Cover | Percentage of cover in three quadrants of 1m2 for annuals. | |
| Biomass | Calculated from the hedges and the diameter at breast height for perennials. | |
| Density | Number of individuals per hectare. | |
| Sociocultural and economic (Matrix W) | Consumption | Number of people consuming any edible species considered in this study. |
| Frequency of use | Consumption over the year. | |
| Last day of consumption | Days, weeks, months or years. | |
| Uses | Number of uses that have a species. | |
| Useful parts | Mostly vegetative parts, mostly reproductive parts or whole individuals. | |
| NumberUsefulParts | Total number useful parts. | |
| Commercialization | Local market presence. | |
| Medicinal use | Medicinal use edible addition. | |
| Average price | Average price of a plant species in all markets. | |
| Sales Volume | Total sales volume in local market. | |
| People who sell | People in the community who market some resource. |
Indicators and the numerical values assigned for analyzing risk of edible plant species
| Life cycle | Annual (1); Perennial (2) |
| Reproductive System | Mostly self-compatible (1); Mostly self-incompatible (2) |
| Distribution | Broad (1); Restricted (2) |
| Abundance perceived | Very abundant (1); Abundant (2;) Regular abundance (3); Escarse (4); Very escarse (5) |
| Useful parts | Mostly vegetative parts (1); Mostly reproductive parts (2); Complete individuals (3) |
| Availability | Continuous (1); Temporal (2) |
| Plagues | No pest (1); Presents pests, but nothing is done to eliminate them (2); Presents pests and these are eliminated (3) |
| Number of used parts | Number of parts utilized |
| Management | With management (1); Without management (2) |
| Norms of use | No rule (1); With rule, but this does not apply (2); With rule, and this are applied (3) |
| Cultural Importance | Value calculated for Cultural Importance Index |
| Economic Importance | Value calculated for Economic Importance Index |
| Distribution | In over 30% of plots (0.5); Up to 20% of plots (1); Up to 10% of plots (1.5); Not found in the plots (2) |
Parameters and values used for estimating the management intensity index
| 1 | 3 | 1 | 0.167 | 0.000 | 0.000 | 0.533 | 0.733 | 0.433 | 1.233 | 8.100 | |
| 1 | 3 | 2 | 0.467 | 0.000 | 0.667 | 1.633 | 0.467 | 0.467 | 1.900 | 11.600 | |
| 2 | 1 | 1 | 0.333 | 0.800 | 0.000 | 0.400 | 0.600 | 0.367 | 2.367 | 8.867 | |
| 2 | 1 | 1 | 0.267 | 0.800 | 0.000 | 0.100 | 0.500 | 0.333 | 1.867 | 7.867 | |
| 1 | 3 | 2 | 0.333 | 0.733 | 0.000 | 0.633 | 0.233 | 0.300 | 2.233 | 10.467 | |
| 1 | 2 | 2 | 0.267 | 0.600 | 0.000 | 0.400 | 0.400 | 0.267 | 2.067 | 9.000 | |
| 1 | 3 | 1 | 0.533 | 0.933 | 0.267 | 1.167 | 1.267 | 0.800 | 4.200 | 14.167 | |
| 2 | 1 | 2 | 0.167 | 0.000 | 0.000 | 0.233 | 0.133 | 0.133 | 1.233 | 6.900 | |
| 1 | 2 | 1 | 0.367 | 0.133 | 0.133 | 0.133 | 0.700 | 0.333 | 2.333 | 8.133 | |
| 1 | 2 | 1 | 0.300 | 0.400 | 0.867 | 0.667 | 1.467 | 0.267 | 0.767 | 8.733 | |
| 1 | 1 | 1 | 0.333 | 0.000 | 0.000 | 0.533 | 1.067 | 0.800 | 3.000 | 8.733 | |
| 1 | 3 | 1 | 0.267 | 0.200 | 0.000 | 0.533 | 0.200 | 0.133 | 2.000 | 8.333 | |
| 1 | 2 | 2 | 0.233 | 0.000 | 0.000 | 0.267 | 0.100 | 0.100 | 1.900 | 7.600 | |
| 1 | 3 | 2 | 0.433 | 0.600 | 0.067 | 0.333 | 0.733 | 0.233 | 3.300 | 11.700 | |
| 1 | 1 | 1 | 0.300 | 0.400 | 1.000 | 0.400 | 1.167 | 0.800 | 2.800 | 9.867 | |
| 1 | 2 | 2 | 0.167 | 0.267 | 0.000 | 0.267 | 0.900 | 0.500 | 0.700 | 7.800 | |
| 1 | 3 | 2 | 0.400 | 0.000 | 0.000 | 0.300 | 0.367 | 0.333 | 1.833 | 9.233 | |
| 1 | 1 | 1 | 0.067 | 0.000 | 0.000 | 0.100 | 0.400 | 0.300 | 0.533 | 4.400 | |
| 1 | 2 | 2 | 0.400 | 0.467 | 0.000 | 0.233 | 0.500 | 0.333 | 2.000 | 8.933 | |
| 2 | 1 | 1 | 0.200 | 0.600 | 0.000 | 0.300 | 0.600 | 0.333 | 1.067 | 7.100 | |
| 2 | 1 | 1 | 0.400 | 0.267 | 0.000 | 0.233 | 0.933 | 0.367 | 2.800 | 9.000 | |
| 1 | 3 | 1 | 0.333 | 0.600 | 0.667 | 0.333 | 0.333 | 0.233 | 2.967 | 10.467 | |
| 1 | 3 | 2 | 0.367 | 0.600 | 0.867 | 1.067 | 1.000 | 0.533 | 1.367 | 11.800 | |
| 2 | 1 | 2 | 0.133 | 0.200 | 0.000 | 0.200 | 0.200 | 0.100 | 0.700 | 6.533 | |
| 1 | 3 | 1 | 0.300 | 0.400 | 0.000 | 0.600 | 0.200 | 0.133 | 1.900 | 8.533 | |
| 1 | 3 | 1 | 0.167 | 0.000 | 0.000 | 0.333 | 0.167 | 0.167 | 0.933 | 6.767 | |
| 1 | 1 | 1 | 0.200 | 0.200 | 0.000 | 0.267 | 0.133 | 0.167 | 1.000 | 4.967 | |
| 2 | 1 | 1 | 0.133 | 0.467 | 0.000 | 0.200 | 0.600 | 0.333 | 1.133 | 6.867 | |
| 2 | 1 | 1 | 0.100 | 0.267 | 0.000 | 0.133 | 0.333 | 0.167 | 0.900 | 5.900 | |
| 1 | 2 | 2 | 0.100 | 0.467 | 0.000 | 0.600 | 0.233 | 0.200 | 1.133 | 7.733 | |
| 1 | 1 | 2 | 0.067 | 0.000 | 0.000 | 0.467 | 0.200 | 0.133 | 0.500 | 5.367 | |
| 1 | 1 | 1 | 0.200 | 0.000 | 0.000 | 0.200 | 0.567 | 0.333 | 0.933 | 5.233 | |
| 1 | 2 | 1 | 0.300 | 0.000 | 0.000 | 0.933 | 0.400 | 0.300 | 1.400 | 7.333 |
Recognition of variants in species with management in Coyomeapan
| Leaves | 1. White: inflorescence with white seeds and clear green leaves. | White. Since it has a more delicate flavor. The other variants are more bitter. | |
| 2. Purple: inflorescence with red seeds and leaves with purple edges. | |||
| 3. “Pinto” (spotted): Inflorescence reddish leaves with purple spots. | |||
| Entire plant | 2. “Colesh”: stem clean and smooth, pleasant taste. | Colesh. Since it has soft leaves that are easy to digest. | |
| 3. “Coleshteneztli” or “Cashtelanquilitl” (Colesh goat): stem tomentose, scratchy texture, bitter leaves. | |||
| Entire plant | 1. “Panisplatl de tamal”: Flowers small, long leaves and light green. | Both are appreciated, but they serve and are propagated with different purposes. | |
| 2. “Panispatl ornament”: Flowers large and showy; leaves medium gray-green. | |||
| Young leaves | 1. Leaves with pleasant flavor when cooked. Flowering very conspicuous. | Leaves with pleasant flavor. The bitter variety is an emerging food. | |
| 2. Leaves with bitter flavor. Rarely blooms. It is known as wild. | |||
| Male inflorescence immature | 1. “Tepejilote Metlapilli”: Inflorescence large and thick. | The first three are prized for their yield and their market price. The latter is a emerging food. | |
| 2. “Tepejilote tronquitos”: Inflorescence small and thick. | |||
| 3. “Tepejilote of plantation coffee”: Inflorescence of size and average. | |||
| 4. thickness, but high productivity. | |||
| 5. Tepejilote “Corpus” (wild): Inflorescence small and thin. | |||
| Young inflorescence | 1. Inflorescence purple, and flower buds larger. | Inflorescence purple. Because it has higher yield and better price. However, both varieties are sold. | |
| 2. Inflorescence white, and bud smaller. | |||
| Leaves | 1. “Topetli of plantation coffee”: large leaves. | The variety of coffee plantation, since it is used to shade coffee. | |
| 2. “Topetli wild”: Small leaves and edible fruit, but not sown. | |||
| Seeds | 1. White: Pods green clear and pleasant taste. | With the exception of the variety "prieto", all others are consumed with no clear preferences. | |
| 2. Red: dark green leaves and more concentrated flavor. | |||
| 3. Pink: sweeter taste. | |||
| 4. “Prieto”: Variety with bark dark, recognized as wild. | |||
| Leaves | 1. “Laurel of odor”: leaves thin and small, grayish underside. Tiny flowers. | “Laurel of odor”. He is recognized as "authentic". Best flavor food and therefore has the best price on the market. | |
| 2. Leaves broad and elongated, light green undersides. Larger flowers. | |||
| Leaves | 1. “Tequilitl”: Small leaves, thin, and smooth taste. | Tequilitl.It is recognized as edible and is sold in the market. Tehuantequilitl not sold and is recognized as ornamental. | |
| 2. “Tehuantequilitl” (quelite of coyote): Larger leaves and thicker. Flavor more concentrated. | |||
| Leaves | 1. “Tlanilpaquilitl of house”: Leaves large, smooth, and highly aromatic. Smooth stems and light green. | “Tlanilpaquilitl of house”. Its leaves are sweet and fragrant. | |
| 2.“Tlanilpaquilitl wild”: Leaves small and odorless. Stems with white spots. | |||
| Leaves | 1. “Nenepilpitzabatl”: Leaves thin and elongated. | “Nenepilpitzabatl”. Since it has soft leaves, which are very easy to digest. The other varieties have leaves rough and rugged. | |
| 2. Variety of broad-leaved. It is used to feed the turkeys. | |||
| 3. Wild: Leaves reddish and bitter taste, not eaten. | |||
| Complete plant | 1. White: Light green leaves. Cultivated. | Both are appreciated. Although the "white" is cultivated by irrigation, which guarantees to be present throughout almost all year. By contrast, the seed of the variety "purple" is spread in the fields of temporal. | |
| 2. Purple: Leaves and flowers of purple coloration. This grows in the dry zone. | |||
| Fruit | 1. “Capulín of house”. Red fruits, sweet taste, light green leaves. | Capulín of house.This is sold in local and regional markets. The variety “capulín of fox" the fruits are not consumed. The wood is used as firewood and for making tools. | |
| 2. “Capulli Iztotzi or Capulli Quimichi” (Capulín of fox or of mouse). Black fruit with acid flavor, dark green leaves. | |||
| Leaves | 1. Leaves large, thin, smooth. Leaf underside glabrous and bcenter. The surface of the leaf is light green. | Leaf smooth and glabrous. Can be handled better. | |
| 2. Leaves thick, leathery, spoon-shaped. Undersides densely tomentose. Beam darker color. | |||
| Leaves | 1. Pubescent leaf, purple flower, intense flavor and hard to digest. | Smooth leaf. It is more digestible. The purple variety is recognized as fodder. | |
| 2. Smooth leaf, white flower and sweeter taste. | |||
| Complete plant | 1. “Velijmolli”: Dark green leaves with slightly wavy edges. Rounded tips. | Velijmolli. They have larger leaves, higher performance, and better price. | |
| 2. “Velijmolli wild”. Leaves light green, smooth edge. Ending in a peak. | |||
| Fruit | 1. Fruit round. | Locally are consumed the two varieties. However, the variety of round fruit at regional sells better. | |
| 2. Fruit shaped-avocad. | |||
| Complete plant | 1. Bitter or wild. | The non-bitter. However, the bitter has been identified as | |
| 2. Not bitter. | |||
| Leaves | 1. White: Stems light green. Broad leaves. | White and purple are recognized as edibles. The variety green is recognized as wild and just is consumed as food emerging. | |
| 2. Purple: Stems with purple beam. | |||
| 3. Green: Stems green. Thin leaves, ending in a peak. Bitter taste. | |||
| Inflorescence | 1. “Iztacxóchitl”: White flower, is not edible, bitter, is used for adornment, wild plant. | Elotlxóchitl. Its are better flavor and is sold in the market. | |
| 2. “Elotlxóchitl or Oloxóchitl”. Green flower. Fast cooking and palatable. |
Figure 2Influences (pure and combined) of ecological (matrix X) and sociocultural (matrix W) explanatory variables on management of edible species (matrix Y). Each CCA model involves different subsets of variation sources. For instance, matrix X affects matrix Y (Y~X) but in X coexists intermingled variation sources a) and b). Modified from Boccard et al. [36]. a) Ecological fraction of management intensity variation that can be explained only by ecological data, b) Sociocultural + ecological data, c) Sociocultural fraction of management intensity variation explained only by sociocultural data, and d) Undetermined data or fraction of management intensity variation explained neither by ecological nor by sociocultural data.
Management intensity and risk indexes calculated per edible plant species studied base don th scores of the first principal component of PCA analyses
| 0.10253 | 0.50874 | |
| 0.00051 | -0.5632 | |
| 1.54163 | 2.80585 | |
| -0.37473 | -0.39934 | |
| 2.84038 | 2.00167 | |
| 0.45666 | -0.55632 | |
| 0.25688 | -0.43962 | |
| 0.01114 | 0.06298 | |
| -1.3656 | -0.48555 | |
| 0.91661 | 0.57903 | |
| 0.92784 | 0.58267 | |
| -0.14487 | -1.06197 | |
| -0.71903 | -0.92313 | |
| 1.53319 | 2.45691 | |
| 0.89194 | 0.17581 | |
| -0.59795 | -0.44745 | |
| 0.22645 | -0.49444 | |
| 0.13201 | -0.04537 | |
| -1.19325 | -0.09294 | |
| -0.18274 | 0.89908 | |
| 0.19413 | 0.88521 | |
| 0.7972 | -0.6179 | |
| 1.63139 | -0.25941 | |
| 0.00994 | -0.28281 | |
| -1.48358 | -0.18893 | |
| -0.81386 | -0.56855 | |
| -0.60716 | -0.61467 | |
| -0.73268 | -0.71948 | |
| -1.34859 | -0.41756 | |
| -0.94697 | -0.47684 | |
| -1.30733 | -0.41779 | |
| -0.68357 | -0.68177 | |
| 0.03149 | -0.20291 |
Figure 3Regression analysis of the management intensity index as a function of the risk index calculated as the scores of the first principal component of PCA analyzing indicators of these aspects per edible plant species (R= 0.433, P<0.001).
Figure 4Partitioned CCA scheme showing the relative influence of ecological, sociocultural (SocCultEco) factors and their interaction on management strategies of edible plant species by Náhuatl communities of the Tehuacán Valley.
Permutation test for CCA variables under reduced model of management factors and ecologic and sociocultural and economic factors
| Quantity Marketed (kg or L) | 1 | 0.0087 | 1.2515 | 0.46 |
| Cost (Kg or L) | 1 | 0.0035 | 0.5081 | 0.9 |
| People who Sell | 1 | 0.0189 | 2.7245 | 0.07 |
| Number People Consume | 1 | 0.0192 | 2.7721 | 0.1 |
| Frequency Use | 1 | 0.0084 | 1.2105 | 0.33 |
| Last Day Consumption | 1 | 0.0076 | 1.0914 | 0.43 |
| Number of Uses | 1 | 0.0312 | 4.489 | 0.03 |
| Useful Parts | 1 | 0.0114 | 1.6426 | 0.23 |
| Number Useful Parts | 1 | 0.0005 | 0.0758 | 1 |
| Commercialization | 1 | 0.0099 | 1.4333 | 0.3 |
| Medicinal Use | 1 | 0.0051 | 0.7391 | 0.57 |
| Espacial Distribution | 1 | 0.0237 | 3.4077 | 0.02 |
| Temporal Distribution | 1 | 0.0046 | 0.6602 | 0.67 |
| Lyfe Cycle | 1 | 0.0084 | 1.2126 | 0.46 |
| Ecological Dominance | 1 | 0.0062 | 0.8891 | 0.64 |
| Disponibility | 1 | 0.0017 | 0.2475 | 0.98 |
| Reproductive System | 1 | 0.0044 | 0.6357 | 0.72 |
| Relative Importance Value | 1 | 0.011 | 1.5811 | 0.22 |
| Residual | 14 | 0.0972 |
Permutation test for CCA variables under reduced model of management intensity factors and risk factors
| 1 | 0.042 | 10.120 | 0.01 | |
| 1 | 0.016 | 3.767 | 0.01 | |
| 1 | 0.011 | 2.609 | 0.01 | |
| Abundance perceived | 1 | 0.006 | 1.474 | 0.30 |
| Useful part | 1 | 0.007 | 1.566 | 0.16 |
| Temporal disponibility | 1 | 0.007 | 1.547 | 0.30 |
| Pests | 1 | 0.004 | 1.059 | 0.46 |
| 1 | 0.014 | 3.235 | 0.01 | |
| 1 | 0.012 | 2.855 | 0.02 | |
| 1 | 0.030 | 7.213 | 0.01 | |
| Cultural importance | 1 | 0.010 | 2.263 | 0.06 |
| Economic importance | 1 | 0.007 | 1.778 | 0.07 |
| Spatial availability | 1 | 0.009 | 0.215 | 0.97 |
| Residual | 19 | 0.079 |
Variables in bold were statistically significant.
Figure 5Ordination plane of CCA showing how species (italics) and management intensity (red) are influenced by risk variables (blue arrows) of edible plant species by Náhuatl communities of the Tehuacán Valley.