A Multi-Criteria Index for Ecological Evaluation of Tropical Agriculture in Southeastern Mexico
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{"title"=>"A multi-criteria index for ecological evaluation of tropical agriculture in southeastern mexico", "type"=>"journal", "authors"=>[{"first_name"=>"Esperanza", "last_name"=>"Huerta", "scopus_author_id"=>"23008813400"}, {"first_name"=>"Christian", "last_name"=>"Kampichler", "scopus_author_id"=>"7004297572"}, {"first_name"=>"Susana", "last_name"=>"Ochoa-Gaona", "scopus_author_id"=>"15851294900"}, {"first_name"=>"Ben", "last_name"=>"De Jong", "scopus_author_id"=>"55993722400"}, {"first_name"=>"Salvador", "last_name"=>"Hernez-Daumas", "scopus_author_id"=>"56427941400"}, {"first_name"=>"Violette", "last_name"=>"Geissen", "scopus_author_id"=>"6602225881"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84912049806", "doi"=>"10.1371/journal.pone.0112493", "pui"=>"600550431", "pmid"=>"25405980", "scopus"=>"2-s2.0-84912049806", "issn"=>"19326203", "isbn"=>"1932-6203"}, "id"=>"291c031d-6f70-3651-b060-2cc0112519c2", "abstract"=>"The aim of this study was to generate an easy to use index to evaluate the ecological state of agricultural land from a sustainability perspective. We selected environmental indicators, such as the use of organic soil amendments (green manure) versus chemical fertilizers, plant biodiversity (including crop associations), variables which characterize soil conservation of conventional agricultural systems, pesticide use, method and frequency of tillage. We monitored the ecological state of 52 agricultural plots to test the performance of the index. The variables were hierarchically aggregated with simple mathematical algorithms, if-then rules, and rule-based fuzzy models, yielding the final multi-criteria index with values from 0 (worst) to 1 (best conditions). We validated the model through independent evaluation by experts, and we obtained a linear regression with an r2 = 0.61 (p = 2.4e-06, d.f. = 49) between index output and the experts’ evaluation.", "link"=>"http://www.mendeley.com/research/multicriteria-index-ecological-evaluation-tropical-agriculture-southeastern-mexico", "reader_count"=>43, "reader_count_by_academic_status"=>{"Unspecified"=>5, "Professor > Associate Professor"=>2, "Student > Doctoral Student"=>5, "Researcher"=>11, "Student > Ph. D. Student"=>7, "Student > Master"=>5, "Other"=>2, "Student > Bachelor"=>4, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>5, "Professor > Associate Professor"=>2, "Student > Doctoral Student"=>5, "Researcher"=>11, "Student > Ph. D. Student"=>7, "Student > Master"=>5, "Other"=>2, "Student > Bachelor"=>4, "Professor"=>2}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>6, "Environmental Science"=>12, "Agricultural and Biological Sciences"=>16, "Business, Management and Accounting"=>1, "Social Sciences"=>1, "Computer Science"=>1, "Earth and Planetary Sciences"=>5}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>5}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>16}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Unspecified"=>{"Unspecified"=>6}, "Environmental Science"=>{"Environmental Science"=>12}}, "reader_count_by_country"=>{"Ecuador"=>1, "Mexico"=>2, "Spain"=>1}, "group_count"=>2}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1799104"], "description"=>"<div><p>The aim of this study was to generate an easy to use index to evaluate the ecological state of agricultural land from a sustainability perspective. We selected environmental indicators, such as the use of organic soil amendments (green manure) versus chemical fertilizers, plant biodiversity (including crop associations), variables which characterize soil conservation of conventional agricultural systems, pesticide use, method and frequency of tillage. We monitored the ecological state of 52 agricultural plots to test the performance of the index. The variables were hierarchically aggregated with simple mathematical algorithms, if-then rules, and rule-based fuzzy models, yielding the final multi-criteria index with values from 0 (worst) to 1 (best conditions). We validated the model through independent evaluation by experts, and we obtained a linear regression with an <i>r<sup>2</sup></i> = 0.61 (<i>p</i> = 2.4e-06, <i>d.f.</i> = 49) between index output and the experts’ evaluation.</p></div>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245581, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493", "stats"=>{"downloads"=>10, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_A_Multi_Criteria_Index_for_Ecological_Evaluation_of_Tropical_Agriculture_in_Southeastern_Mexico_/1245581", "title"=>"A Multi-Criteria Index for Ecological Evaluation of Tropical Agriculture in Southeastern Mexico", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799103"], "description"=>"<p>TT: Tillage Time: c: >once per year; n: once per year; TF: Tillage Form: n: null, m: manual, t: technical; P. Pesticide use: c: constant, n: null, F: Use of chemical Fertilizers: c: constant, n: null; GM: Green Manure, c: constant, n: null; RC: Crop Rotation: c: constant, n: null; CA: tree cover: >1 year, n: null; DA: tree density: h: high, l: low, i: isolated, n:null; DivA: tree diversity: >4 species, 1 species, CT: crop type: a: annual, ba: biannual, pp: perennial polyculture, pm: perennial monoculture; CD: crop density: a: abundant, d: disperse; Ccol: crop colour: g: green, b: brown, y: yellow; EV: evaluation.</p><p>Normalized Ecological Index for plots evaluated (52).</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245580, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.t005", "stats"=>{"downloads"=>3, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Normalized_Ecological_Index_for_plots_evaluated_52_/1245580", "title"=>"Normalized Ecological Index for plots evaluated (52).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799100"], "description"=>"<p><b>Cycle</b>: s–s: spring-summer, w-s: winter-summer, s-a: summer-autumn, Y: all the year. <b>Main seasonal or perennial crop</b>: Ca: <i>Cucurbita argyrosperma</i> (cushaw pumpkin); Cp: <i>Carica papaya</i> (papaya); Cl: <i>Citrullus lanatus</i> (watermelon); Cli: <i>Citrus limon</i> (lemon); Cm: <i>Cucumis melo</i> (muskmelon); Cpa: <i>Cucurbita pepo</i> (squash); Cs: <i>Capsicum</i> sp. (pepper); Csi: <i>Citrus sinensis</i> (orange tree); Ib: <i>Ipomoea batatas</i> (sweet potato); Jj: <i>Jarthropha jurcas</i> (oil palm); Js: <i>Jobo spondia</i> (plum); Le: <i>Lycopersicon esculentum</i> (tomato); Me: <i>Manihot esculenta</i> (cassava); Mp: <i>Musa paradisiaca</i> (banana); Os: <i>Oryza sativa</i> (rice); Pv: <i>Phaseolus vulgaris</i> (bean), So: <i>Saccharum officinarum</i> (sugarcane); Se: <i>Sechium edule</i> (pear squash); Sv: <i>Sorghum vulgare</i> (milo); Ta: <i>Triticum aestivum</i> (wheat ); Zm: <i>Zea mays</i> (maize). <b>Trees</b>: <i>Bc: Byrsonima crassifolia</i> (nanche); <i>Cc: Crescentia cujete</i> (calabash tree); <i>Co: Cedrela odorata</i> (Mexican cedar); <i>Cpa: Carludovica palmate</i> (toquilla palm); <i>Cpe: Ceiba pentandra</i> (kapok); Cn: <i>Cocos nucifera</i> (Coconut); <i>Dg: Dialium guianense</i> (wild tamarind); Eg: <i>Eucalyptus grandis</i> (Eucalyptus); <i>Gs: Gliricidia sepium</i> (Cocoite, gliricidia, cacao de nance); <i>Ll: Leucaena leucocephala</i> (white lead tree, jumbay); <i>Ma: Mammea americana</i> (mamey apple); <i>Mi: Mangifera indica</i> (mango); <i>Pa: Persea americana</i> (avocado); <i>Sa: Sterculia apetala</i> (camoruco, manduvi tree); <i>Sh: Swietenia humilis</i> (small mahagoni); <i>Sm: Spondias mombin</i> (Yellow plum, bai makok); <i>Tr: Tabebuia rosea</i> (savannah oak, macuilis).</p><p>Crop characterization.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245577, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.t002", "stats"=>{"downloads"=>5, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Crop_characterization_/1245577", "title"=>"Crop characterization.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799098"], "description"=>"<p>Scatterplot of the values of the index of ecological condition applied to 52 plots in South-East Mexico (x-axis) versus quality values between 0 (worst) and 1 (best) assigned by experts to the same plots (y-axis).</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245575, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.g004", "stats"=>{"downloads"=>0, "page_views"=>23, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatterplot_of_the_values_of_the_index_of_ecological_condition_applied_to_52_plots_in_South_East_Mexico_x_axis_versus_quality_values_between_0_worst_and_1_best_assigned_by_experts_to_the_same_plots_y_axis_/1245575", "title"=>"Scatterplot of the values of the index of ecological condition applied to 52 plots in South-East Mexico (x-axis) versus quality values between 0 (worst) and 1 (best) assigned by experts to the same plots (y-axis).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799099"], "description"=>"<p>Municip: municipality, Bal: Balancan, Ten: Tenosique. TRF: tropical rain forest, PA: pasture, A: acahual (secondary vegetation). Ejidal: multipurpose land, where owners can or cannot sell the property according to their legal status in the National Agrarian File.</p><p>Characterization of plots.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245576, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.t001", "stats"=>{"downloads"=>3, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Characterization_of_plots_/1245576", "title"=>"Characterization of plots.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799097"], "description"=>"<p>Frequency histogram of values of the index of ecological condition applied to 52 plots in South-East Mexico.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245574, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.g003", "stats"=>{"downloads"=>3, "page_views"=>25, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Frequency_histogram_of_values_of_the_index_of_ecological_condition_applied_to_52_plots_in_South_East_Mexico_/1245574", "title"=>"Frequency histogram of values of the index of ecological condition applied to 52 plots in South-East Mexico.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799102"], "description"=>"<p>Description of the measurement levels of the variables.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245579, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.t004", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Description_of_the_measurement_levels_of_the_variables_/1245579", "title"=>"Description of the measurement levels of the variables.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799101"], "description"=>"<p><b>Tillage</b>: Ma: Manual; Me: Mechanized. <b>Pesticides</b>: Endosulfan: 6,7,8,9,10,10-Hexachlor- 1,5,5a,6,9,9a-Hexahidro-6,9-metane-2,4,3-benzodioxatiepin-3-oxide; Chlorpyrifos: 0,0-dimetil 0-(3,5,6-trichlore-2-piridinil) fosforotioate (33.8%), Permetrine: 3-fenoxibenzil (1RS)-cis, trans-3-(2,2 diclorovinil)-2,2 dimetil ciclopropane-carboxilate (4.8%); Carbofuran: 2,3 Dihidro-2,2-dimetil-7-benzofuranil metil carbamate; Chlorothalonil: Tetrachloroisoftalonitrile; Zeta: Zeta-cipermetrine a-ciano-3-(fenoxifenil) metil (±) cis-trans; (Z)-(1R,3R): (Z)-(1R,3R)-3-(2-chloro-3,3,3-trifluoroprop-1-enil)-2,2-dimetilcichlopropanecarboxilate de (S)-α-ciano-3-fenoxibencile & (Z)-(1S,3S)-3-(2-chloro-3,3,3-trifluoroprop-1-enil)-2,2-dimetilcichlopropanecarboxilate de (R)-α-ciano-3-fenoxibencile; (RS): (RS)- alfa- ciano-3-fenoxybencil(1RS)-cis-trans-3-(2,2-dichlorvinil)- 1,1-dimetilcichlopropanecasrboxilate. * Once per year, ** 2 per year. <b>Chemical Fertilization</b>: U: Urea, P: Phosphorus. <b>Gm</b>: Green manure, Y: Yes, 0: null application. <b>Oa</b>: Organic amendments: csm: cow, sheep manure, bg: burned grass, lcf: last crop fallow, 0: null application.</p><p>Crop land preparation and inputs characterization.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245578, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.t003", "stats"=>{"downloads"=>1, "page_views"=>18, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Crop_land_preparation_and_inputs_characterization_/1245578", "title"=>"Crop land preparation and inputs characterization.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799096"], "description"=>"<p>Primary indicators are shaded in grey. Circles represent simple mathematic algorithms, white triangles represent rule sets, and grey triangles represent rule sets, and grey triangles represent rule sets based on fuzzy logic. This index was presented together with other indexes within a frame of Indicators of environmentally sound land use in the humid tropics <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0112493#pone.0112493-Kampichler1\" target=\"_blank\">[15]</a>.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245573, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.g002", "stats"=>{"downloads"=>2, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Structure_of_the_Index_of_ecological_condition_of_tropical_agroecosystems_/1245573", "title"=>"Structure of the Index of ecological condition of tropical agroecosystems.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-11-18 04:02:04"}
  • {"files"=>["https://ndownloader.figshare.com/files/1799095"], "description"=>"<p>Distribution of 52 evaluated agricultural plots in tropical South-East Mexico.</p>", "links"=>[], "tags"=>["Southeastern Mexico", "pesticide use", "variable", "Tropical Agriculture", "use index", "index output", "chemical fertilizers", "evaluation", "sustainability perspective", "soil conservation", "plant biodiversity", "Ecological Evaluation", "hierarchically aggregated", "soil amendments", "model"], "article_id"=>1245572, "categories"=>["Uncategorised"], "users"=>["Esperanza Huerta", "Christian Kampichler", "Susana Ochoa-Gaona", "Ben De Jong", "Salvador Hernandez-Daumas", "Violette Geissen"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0112493.g001", "stats"=>{"downloads"=>5, "page_views"=>20, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Distribution_of_52_evaluated_agricultural_plots_in_tropical_South_East_Mexico_/1245572", "title"=>"Distribution of 52 evaluated agricultural plots in tropical South-East Mexico.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-11-18 04:02:04"}

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Relative Metric

{"start_date"=>"2014-01-01T00:00:00Z", "end_date"=>"2014-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Ecology and environmental sciences/Ecology", "average_usage"=>[313]}, {"subject_area"=>"/Ecology and environmental sciences/Sustainability science", "average_usage"=>[282, 461, 608]}]}
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