{"id":472,"date":"2021-05-25T11:25:49","date_gmt":"2021-05-25T09:25:49","guid":{"rendered":"https:\/\/kermap.fauchet-ludovic.fr\/services\/agriculture\/"},"modified":"2024-07-30T15:29:00","modified_gmt":"2024-07-30T13:29:00","slug":"agriculture","status":"publish","type":"page","link":"https:\/\/kermap.com\/en\/services\/agriculture\/","title":{"rendered":"Satellite and AI for sustainable farming"},"content":{"rendered":"\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:5vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center title-number has-brown-color has-text-color\"><strong>01<\/strong> Insights &amp; forecasts<\/h2>\n\n\n\n<div style=\"height:2vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n<section class=\"gut-image-texte\">\n    <div class=\"row align-items-center\">\n        <div class=\"col-md-7 \">\n                        <div class=\"thumb\">\n                <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/cultures-principales-800x490.jpg\" width=\"800\" height=\"490\" alt=\"\">\n            <\/div>\n                    <\/div>\n        <div class=\"col-md-5 \"\">\n            <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading has-text-align-center\">Satellite imagery for crop identification <\/h2>\n\n\n\n<p class=\"has-text-align-center\"><strong>Unique knowledge on crop rotations, on every field, <\/strong><strong>anywhere in en Europe<\/strong> thanks to non-stop IA-driven satellite imagery analysis by Kermap.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-blue-clear-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/api-demo.kermap.com\">Test our API<\/a><\/div>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<section class=\"icon-listing\">\n    <div class=\"row justify-content-center\">\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-land-fields\"><\/div>\n                                                    <h3 class=\"fw-normal\">Field boundaries<\/h3>\n                                                    <p>Available all over Europe (minimum size : 0.5 ha)<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-grass\"><\/div>\n                                                    <h3 class=\"fw-normal\">Dominant crop type identification<\/h3>\n                                                    <p>30 classes in France, including winter\/summer varieties, and 22 classes in other European countries<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-crop\"><\/div>\n                                                    <h3 class=\"fw-normal\">Production areas<\/h3>\n                                                    <p>End-of-season and in-season estimation<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-history\"><\/div>\n                                                    <h3 class=\"fw-normal\">Yield estimates<\/h3>\n                                                    <p>Field crops, end-of-season<\/p>\n                                            <\/div>\n        <\/div>\n            <\/div>\n<\/section>\n\n\n\n<div style=\"height:5vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"row\">\n    <div class=\"col-md-10 offset-md-1\">\n        <section class=\"gut-image-texte-hover\">\n                            <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/agri-nimbo-crop.jpg\" width=\"1715\" height=\"883\" alt=\"\" class=\"cover\">\n                                    \n            <div class=\"row\">\n                <div class=\"col-md-4\"\">\n                    <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading\">A unique look at European agriculture <\/h2>\n\n\n\n<p>Crop inventory over all of Europe&#8217;s farming fields, in maps and stats<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fdcfc74e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-ghub-button-1 is-style-blur-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/agri.kermap.com\">Discover<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n<\/div>\n                <\/div>\n            <\/div>\n        <\/section>\n    <\/div>\n<\/div>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:5vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center title-number has-green-color has-text-color\"><strong>02<\/strong> Measure &amp; Verification<\/h2>\n\n\n\n<div style=\"height:2vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n<section class=\"gut-image-texte\">\n    <div class=\"row align-items-center\">\n        <div class=\"col-md-7 order-md-1\">\n                        <div class=\"thumb\">\n                <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/taux-couverture-large-800x457.jpg\" width=\"800\" height=\"457\" alt=\"\">\n            <\/div>\n                    <\/div>\n        <div class=\"col-md-5 order-md-0\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading has-text-align-center\">Regenerative agriculture: measuring soil cover<\/h2>\n\n\n\n<p class=\"has-text-align-center\">Objective, reliable indicators to quantifiy and validate  <strong>agroecological transition <\/strong>programs based on soil conservation agriculture<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-blue-clear-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kermap.com\/en\/contact-us\/\">Get in touch<\/a><\/div>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<section class=\"icon-listing\">\n    <div class=\"row justify-content-center\">\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-map-clock-outline\"><\/div>\n                                                    <h3 class=\"fw-normal\">Soil cover duration<\/h3>\n                                                    <p>In number of days, field by field<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-poll\"><\/div>\n                                                    <h3 class=\"fw-normal\">Soil cover rate<\/h3>\n                                                    <p>Identification of intra-field heterogeneity<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-sync\"><\/div>\n                                                    <h3 class=\"fw-normal\">Cover crop monitoring<\/h3>\n                                                    <p>Cover crop typology and cover duration<\/p>\n                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-molecule-co2\"><\/div>\n                                                    <h3 class=\"fw-normal\">Cover crop biomass<\/h3>\n                                                    <p>Estimation and modelization of carbon stocked by vegetation<\/p>\n                                            <\/div>\n        <\/div>\n            <\/div>\n<\/section>\n\n\n\n<div style=\"height:5vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"row\">\n    <div class=\"col-md-10 offset-md-1\">\n        <section class=\"gut-image-texte-hover\">\n                            <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/champ-de-betteraves-saint-louis-sucre-2.jpg\" width=\"1340\" height=\"660\" alt=\"\" class=\"cover\">\n                                    \n            <div class=\"row\">\n                <div class=\"col-md-12\"\">\n                    <div class=\"acf-innerblocks-container\">\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"mb-0\" style=\"font-size:16px;text-transform:uppercase\">\u00c9tude de cas<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Saint Louis Sucre &#8211; Regenerative agriculture <\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Non-stop satellite monitoring from Sentinel imagery <\/strong><\/li>\n\n\n\n<li><strong>Automatic identification of covered\/non-covered fields <\/strong><\/li>\n\n\n\n<li><strong>Calculation of annual soil cover duration<\/strong><\/li>\n<\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-765c4724 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-ghub-button-1 is-style-outline-white\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kermap.com\/suivi-cultures-satellite-kermap-saint-louis-sucre-demarche-durable\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more<\/a><\/div>\n<\/div>\n\n<\/div>\n                <\/div>\n            <\/div>\n        <\/section>\n    <\/div>\n<\/div>\n\n\n<div style=\"height:12vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<section class=\"gut-image-texte\">\n    <div class=\"row align-items-center\">\n        <div class=\"col-md-7 \">\n                        <div class=\"thumb\">\n                <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/bocage-800x502.jpg\" width=\"800\" height=\"502\" alt=\"\">\n            <\/div>\n                    <\/div>\n        <div class=\"col-md-5 \"\">\n            <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading has-text-align-center\">Earth observation for ecosystem conservation<\/h2>\n\n\n\n<p class=\"has-text-align-center\"> <strong>Biodiversity<\/strong> indicators  <strong>green infrastructure monitoring <\/strong>(bocage network inventory, hedge destruction and planting\u2026)<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-blue-clear-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kermap.com\/maillage-bocager\/\">Learn more<\/a><\/div>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center title-number has-blue-grey-color has-text-color\"><strong>03<\/strong> Adaptation<\/h2>\n\n\n\n<div style=\"height:2vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n\n<section class=\"gut-image-texte\">\n    <div class=\"row align-items-center\">\n        <div class=\"col-md-7 order-md-1\">\n                        <div class=\"thumb\">\n                <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/fourrage-carte-1-800x550.jpg\" width=\"800\" height=\"550\" alt=\"\">\n            <\/div>\n                    <\/div>\n        <div class=\"col-md-5 order-md-0\"\">\n            <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading has-text-align-center\">Quantifiying climate impact<\/h2>\n\n\n\n<p class=\"has-text-align-center\">Thanks to the analysis of optical and radar satellite imagery, get non-stop information on  <strong>drought<\/strong> risks and <strong>farmland resilience<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-blue-clear-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kermap.com\/en\/contact-us\/\">Contact us<\/a><\/div>\n<\/div>\n\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<section class=\"icon-listing\">\n    <div class=\"row justify-content-center\">\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-chart-bar\"><\/div>\n                                                    <h3 class=\"fw-normal\">Forage production indicators<\/h3>\n                                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-water-check\"><\/div>\n                                                    <h3 class=\"fw-normal\">Identification of irrigated areas<\/h3>\n                                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-water-alert-outline\"><\/div>\n                                                    <h3 class=\"fw-normal\">Water stress indicators<\/h3>\n                                                            <\/div>\n        <\/div>\n                <div class=\"col-sm-6 col-md-3 text-center mb-5 mb-md-0 pb-5 pb-md-0\">\n            <div class=\"icon\">\n                                    <div class=\"mdi mdi-leaf-circle-outline\"><\/div>\n                                                    <h3 class=\"fw-normal\">Vegetation health indicators (NDVI, LAI\u2026)<\/h3>\n                                                            <\/div>\n        <\/div>\n            <\/div>\n<\/section>\n\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"row\">\n    <div class=\"col-md-10 offset-md-1\">\n        <section class=\"gut-image-texte-hover\">\n                            <img decoding=\"async\" src=\"https:\/\/kermap.com\/wp-content\/uploads\/2023\/09\/bloc-contact.jpg\" width=\"1920\" height=\"909\" alt=\"\" class=\"cover\">\n                                    \n            <div class=\"row\">\n                <div class=\"col-md-12 text-center\"\">\n                    <div class=\"acf-innerblocks-container\">\n\n<h2 class=\"wp-block-heading has-text-align-center\"><strong>Your custom project &amp; turnkey data<\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-center\">Kermap provides indicators tailored to your needs, using technical solutions designed for simplicity of access and operation : <strong>APIs, dashboards or deliverables<\/strong>. Contact us to learn more about our products for sustainable agriculture.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-blur-bg\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kermap.com\/en\/contact-us\/\">Get a demo<\/a><\/div>\n<\/div>\n\n<\/div>\n                <\/div>\n            <\/div>\n        <\/section>\n    <\/div>\n<\/div>\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\"><strong>Automatized crop monitoring, field by field, at any scale<\/strong><\/h3>\n\n\n\n<p>Kermap contributes to sustainable farming initiatives by providing crop analytics through satellite analysis. We combine expertise in remote sensing and artificial intelligence to deliver quick, large-scale multi-year crop identification. Our indicators and datavisualization tools provide actionable crop monitoring to anticipate on market trends, assess logistics needs, and certify the impact of environmental incentives for players involved in the transition to sustainable agriculture.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Crop identification from satellite imagery<\/strong><\/h3>\n\n\n\n<p>Our innovative AI models enhance traditional crop identification using remote sensing, with gains in accuracy, velocity and scalability.<\/p>\n\n\n\n<p>These deep learning techniques for instance proved successful in producing the first <a href=\"https:\/\/agri.kermap.com\/\" target=\"_blank\" data-type=\"URL\" data-id=\"https:\/\/agri.nimbo.earth\/\" rel=\"noreferrer noopener\">Europe and crop map<\/a> in 2020 available on our demo platform, with the corresponding stats of production areas.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\"><strong><strong>Crop identification for environmental services<\/strong><\/strong><\/h3>\n\n\n\n<p>You are a public actor, company, farm co-op, or non-profit organization involved in a greening or payment for ecosystemic services programme (PES) ? Our crop monitoring processes provide you with efficient tools and relevant indicators to support farming professionals towards the adoption or sustainable agriculture practices.<\/p>\n\n\n\n<p>Crop analytics produced by Kermap support agroecology initiatives relying on soil conservation &#8211; such as EarthWorm Foundation&#8217;s <a href=\"https:\/\/www.solsvivants.org\/\" data-type=\"URL\" data-id=\"https:\/\/www.solsvivants.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">participation au programme Sols Vivants<\/a> Besides, Earth observation data can also contribute to water quality preservation, chemical input limitation or carbon sequestration.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong><strong><strong>Carbon offset for agriculture<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>Objective criteria to calculate carbon offset ? Through satellite data, crop analytics have some in store. We provide large-scale monitoring of farming practices fostering soil carbon storage, through the identification of crop rotation or cover crops among others.<\/p>\n\n\n\n<p>These indicators produced by remote-sensing supply key contributions to carbon offset measurement. Players active in the carbon credit field can thus improve the reliability of their initiatives to encourage the reduction of CO2 emissions.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:8vw\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>01 Insights &amp; forecasts 02 Measure &amp; Verification 03 Adaptation [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2878,"parent":470,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"tpl-services-new.php","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-472","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"rankMath":{"parentDomain":"kermap.com","noFollowDomains":[],"noFollowExcludeDomains":[],"noFollowExternalLinks":false,"featuredImageNotice":"The 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