{"id":91154,"date":"2025-11-10T16:25:43","date_gmt":"2025-11-10T14:25:43","guid":{"rendered":"https:\/\/ant.plantae.lavallweb.com\/?p=91154"},"modified":"2025-11-04T16:27:50","modified_gmt":"2025-11-04T14:27:50","slug":"lo-que-no-se-puede-medir-no-se-puede-mejorar","status":"publish","type":"post","link":"https:\/\/ant.plantae.lavallweb.com\/en\/lo-que-no-se-puede-medir-no-se-puede-mejorar\/","title":{"rendered":"What cannot be measured cannot be improved"},"content":{"rendered":"<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph translation-block\">The present and the future lie in precision agriculture: what is not measured cannot be improved, and Plantae sensors allow us to measure, interpret and optimize resources.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Measure to improve<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201cIf you measure the impact of pests or nutrients, why not also measure water, soil, and climate? These are the factors that most influence crop health and yield.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph translation-block\">Water management and the control of soil and climate conditions are the foundation of productive efficiency. Plantae sensors allow these factors to be quantified, enabling data-driven decisions, not decisions based on intuition.<\/p>\n\n\n\n<h3 class=\"wp-block-heading translation-block\">Technical information that the farmer needs about: <strong>climate, soils and water<\/strong>, linking them to the idea of \u200b\u200b<em>\u201cmeasure to improve\u201d<\/em>.<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\">Climate<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Climate directly influences water stress and crop development.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Factors to measure<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Ambient temperature and humidity:<\/strong> determine <strong>evapotranspiration<\/strong> and the need for irrigation.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Solar radiation:<\/strong> affects photosynthesis and growth.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Wind speed:<\/strong> influences water loss through evaporation.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Rainfall:<\/strong> allows irrigation to be adjusted according to the natural supply.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Why measure it?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\">Avoid unnecessary watering when there is high humidity or rain.<\/li>\n\n\n\n<li class=\"translation-block\">It allows you to anticipate heat waves or frosts.<\/li>\n\n\n\n<li class=\"translation-block\">Improves the <strong>irrigation and fertilization scheduling<\/strong>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Floor<\/h2>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:29% auto\"><figure class=\"wp-block-media-text__media\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"852\" src=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/08\/tierra-para-sandia-e1617018709250.jpg\" alt=\"Tierra para cultivo- atm\u00f3sfera del suelo-Componentes abi\u00f3ticos\" class=\"wp-image-81402 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"wp-block-paragraph translation-block\"><strong><a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/suelos-agrarios\/\" target=\"_self\">Soil<\/a> <\/strong>is a living system, and its variability influences the absorption of water and nutrients. For example, do you know what <a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/capacidad-de-campo-mides-a-ojo-el-agua-de-tu-suelo\/\" target=\"_self\">field capacity<\/a> is? Not all soils accumulate water equally; the water that drains is not absorbed by the crops.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Factors to measure<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Soil moisture:<\/strong> at different depths (surface or deep roots).<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Electrical conductivity:<\/strong> indicates <strong>salinity<\/strong> and nutrient concentration.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Soil temperature:<\/strong> affects root metabolism and germination.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">In horticultural or more sensitive crops<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>En hort\u00edcolas, frutales o cultivos raros (setas, arom\u00e1ticas, etc.), un exceso o d\u00e9ficit h\u00eddrico provoca:\n<ul class=\"wp-block-list\">\n<li>Asfixia radicular o pudrici\u00f3n por <strong>encharcamientos<\/strong>.<\/li>\n\n\n\n<li>Estr\u00e9s y baja productividad por <strong>falta de agua<\/strong>.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li class=\"translation-block\">Measuring these parameters allows for the application of <strong>precision irrigation<\/strong>, avoiding sudden variations in humidity.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Water<\/h2>\n\n\n\n<p class=\"wp-block-paragraph translation-block\">Water is the most limited resource and the easiest to waste if not measured correctly. With Plantae sensors, we can even apply <a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/riego-deficitario-para-optimizar-el-agua-sin-perder-calidad\/\" target=\"_self\">deficit irrigation<\/a>, without losing quality or production.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Common problems<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Waterlogging<\/strong> \u2192 roots without oxygen, fungal diseases.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Excessive irrigation<\/strong> \u2192 nutrient leaching, economic loss.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Irrigation deficiency<\/strong> \u2192 water stress, lower yield and fruit quality.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">How do the sensors solve it?<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\">They measure the volumetric moisture content of the soil at different depths.<\/li>\n\n\n\n<li class=\"translation-block\">They detect <strong>water accumulation or deficit<\/strong> before they are visible<\/li>\n\n\n\n<li class=\"translation-block\">They allow defining <strong>optimal irrigation thresholds<\/strong> by crop type and soil texture.<\/li>\n\n\n\n<li class=\"translation-block\">Connected to the irrigation system, total automation and water savings of up to 40% can be achieved.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Nutrients<\/h2>\n\n\n\n<p class=\"wp-block-paragraph translation-block\">Nutrients: how to measure them, why they are critical, and how to integrate their measurement with Plantae sensors.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What to measure?<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Nitrogen (N)<\/strong> \u2014 forms: nitrate (NO\u2083\u207b), ammonium (NH\u2084\u207a) in soil; total N and plant N (% in tissue).<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Phosphorus (P)<\/strong> \u2014 P extractable in soil; P in tissue.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Potassium (K)<\/strong> \u2014 Exchangeable K in soil; K in tissue.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Calcium, Magnesium, Sulfur (Ca, Mg, S)<\/strong> \u2014 cations and assimilable S.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Micronutrients<\/strong> \u2014 Fe, Mn, Zn, Cu, B, Mo (especially in horticultural and sensitive crops).<\/li>\n\n\n\n<li class=\"translation-block\"><strong>pH and electrical conductivity (EC)<\/strong> \u2014 are not nutrients, but they control availability and salinity.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Organic matter and potential N mineralization<\/strong> \u2014 important for medium-term N dynamics.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Measurement methods (practical and complementary)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>An\u00e1lisis de suelo en laboratorio<\/strong> (m\u00e9todos estandarizados: extracci\u00f3n qu\u00edmica seg\u00fan regi\u00f3n).\n<ul class=\"wp-block-list\">\n<li>Ventaja: base para fertilizaci\u00f3n, diagn\u00f3stico de reservas.<\/li>\n\n\n\n<li>Frecuencia t\u00edpica: 1\u20132 veces por campa\u00f1a \/ a\u00f1o para parcela; antes de cambios de manejo.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>An\u00e1lisis foliar (tejido)<\/strong> \u2014 muestreo de hoja\/p\u00e9talo\/p\u00e9talo\/peciolo seg\u00fan cultivo y fenolog\u00eda.\n<ul class=\"wp-block-list\">\n<li>Ventaja: refleja lo que la planta realmente est\u00e1 absorbiendo (diagn\u00f3stico de carencias\/toxicidades).<\/li>\n\n\n\n<li>Frecuencia: cada 2\u20134 semanas en fases cr\u00edticas (vegetativa, prefloraci\u00f3n, cuajado).<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Sensors<\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>Sensores de nitrato en soluci\u00f3n del suelo \/ drenaje<\/strong> (ion selectivo, \u00f3pticos).<\/li>\n\n\n\n<li><strong>Conductivity probes<\/strong>: indicio r\u00e1pido de salinidad y \u2014en mezclas con humedad\u2014 aproximaci\u00f3n a movilidad de iones.<\/li>\n\n\n\n<li><strong>Sensores de potasio y otros i\u00f3nicos<\/strong> (menos extendidos pero disponibles). Ventaja: detectan din\u00e1micas (picos de NO\u2083\u207b, arrastres, lixiviaci\u00f3n) en tiempo real.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Sap\/petiole analysis<\/strong> (in crops such as tomato, vine, citrus): measures mobile nutrients quickly.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Proximal sensing and spectroscopy (<a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/imagenes-satelitales-e-indices-ndvi-y-ndwi\/\" target=\"_self\">VNIR \/ NDVI<\/a> \/ specific indices)<\/strong>: indirect for N and vigor. Good for vigor and zoning maps.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Georeferenced sampling and mapping (grid \/ zonal)<\/strong>: to generate fertility maps and apply VRA (variable rate application).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Nutrient control<\/h2>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><strong>Signal cross-section<\/strong>: soil moisture + EC + NO\u2083\u207b sensor \u2192 identify risk of leaching or accumulation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><strong>Early warnings<\/strong>: nitrate sensors detect spikes after fertigation or after rain; Plantae can alert you to adjust irrigation\/fertigation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><strong>Automated decision-making<\/strong>: rules such as \u201cif humidity &gt; X and NO\u2083\u207b &gt; Y then reduce fertigation dose\u201d to avoid losses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><strong>Zoning for VRA<\/strong>: combining soil maps (texture, OM), EC, and <a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/imagenes-satelitales-e-indices-ndvi-y-ndwi\/\" target=\"_self\">NDVI<\/a> to define zones and fertilization recipes by zone.<\/p>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><strong>Tissue validation<\/strong>: Use periodic foliar analysis to calibrate in-situ sensor thresholds.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">General conclusion<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Measuring is understanding. Understanding is improving.<\/strong> <\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Graphs help to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Optimize water usage.<\/li>\n\n\n\n<li>Anticipate risks due to climate or soil.<\/li>\n\n\n\n<li>Increase efficiency and sustainability.<\/li>\n\n\n\n<li>Improve profitability and production quality.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph translation-block\"><br>Below I detail how the message and technical information you need about <strong>climate, soils and water<\/strong> can be focused, linking them to the idea of \u200b\u200b<em>\u201cmeasure to improve\u201d<\/em>.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"768\" data-id=\"90205\" src=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-1024x768.jpg\" alt=\"Influencia de la temperatura radicular en el crecimiento de la planta-Sondas de temperatura Plantae\" class=\"wp-image-90205\" srcset=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-1024x768.jpg 1024w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-300x225.jpg 300w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-768x576.jpg 768w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-1536x1152.jpg 1536w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-16x12.jpg 16w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia-600x450.jpg 600w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/01\/temperatura-y-caudal-en-citricos-Valencia.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Influence of root temperature on plant growth - Plantae temperature probes<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"90531\" src=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-768x1024.jpg\" alt=\"Hub en ar\u00e1ndanos\" class=\"wp-image-90531\" srcset=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-768x1024.jpg 768w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-225x300.jpg 225w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-1152x1536.jpg 1152w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-9x12.jpg 9w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos-600x800.jpg 600w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2021\/01\/hub-en-arandanos.jpg 1280w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">Blueberry Hub in Spain - Huelva<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"90999\" src=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-768x1024.jpg\" alt=\"Hub en Fundaci\u00f3n Juan XXIII\" class=\"wp-image-90999\" srcset=\"https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-768x1024.jpg 768w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-225x300.jpg 225w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-1152x1536.jpg 1152w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-9x12.jpg 9w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub-600x800.jpg 600w, https:\/\/ant.plantae.lavallweb.com\/wp-content\/uploads\/2025\/08\/hub.jpg 1536w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption class=\"wp-element-caption\">Meteo Station at Juan XXIII Foundation<\/figcaption><\/figure>\n<\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Sources<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ant.plantae.lavallweb.com\/en\/\">Plantae<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Measure to improve: \u201cIf you measure the impact of pests or nutrients, why not also measure water, soil and climate?\u201d <\/p>","protected":false},"author":5,"featured_media":91155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[139],"tags":[22,31,26],"class_list":["post-91154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-agricultura-de-precision-sondas-sensores","tag-sensores","tag-sensores-y-sondas-agricolas","tag-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - 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