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iSDAsoil

Domain:

agriculture

Record type:

dataset
Creator:
Inn
Host:
iSDAsoil is a resource containing soil property predictions for the entire African continent, generated using machine learning. Maps for over 20 different soil properties have been created at 2 different depths (0-20 and 20-50cm). Soil property predictions were made using machine learning coupled with remote sensing data and a training set of over 100,000 analyzed soil samples. Included in this dataset are images of predicted soil properties, model error and satellite covariates used in the mapping process.

Visit

registry.opendata.aws

Tags

open data registry AWSagricultureanalyticsbiodiversityconservationdeep learningfood securitygeospatialmachine learningsatellite imagery

Licenses

CC BY 4.0

Similar

iSDAsoil DatasetsiSDA-Africa/isdasoil-tutorialAFRICA: Soil Analysis for iSDAsoil MappingiSDAsoil: soil extractable Zinc for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths iSDAsoil: الزنك القابل للاستخراج من التربة لأفريقيا متوقع بدقة 30 مترًا على عمق 0-20 و 20-50 سم iSDAsoil : Zinc extractible du sol pour l'Afrique prédit à une résolution de 30 m à des profondeurs de 0-20 et 20-50 cm iSDAsoil: Zinc extraíble del suelo para África predicho a una resolución de 30 m a profundidades de 0-20 y 20-50 cmiSDAsoil: soil extractable Aluminium for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths iSDAsoil: ألومنيوم قابل للاستخراج من التربة لأفريقيا متوقع بدقة 30 مترًا على عمق 0-20 و 20-50 سم iSDAsoil : Aluminium extractible du sol pour l'Afrique prévu à une résolution de 30 m à des profondeurs de 0-20 et 20-50 cm iSDAsoil: Aluminio extraíble en el suelo para África predicho a una resolución de 30 m a profundidades de 0-20 y 20-50 cmiSDAsoil: soil pH for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths

iSDAsoil Datasets

Precision agriculture, soil mapping, AI modeling for crop suitability Notes / challenges: Accuracy

iSDA-Africa/isdasoil-tutorial

# Introduction This repository contains iPython notebook tutorials that explain how to access the i

AFRICA: Soil Analysis for iSDAsoil Mapping

In-depth soil analysis powering iSDAsoil maps across Africa.

iSDAsoil: soil extractable Zinc for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths iSDAsoil: الزنك القابل للاستخراج من التربة لأفريقيا متوقع بدقة 30 مترًا على عمق 0-20 و 20-50 سم iSDAsoil : Zinc extractible du sol pour l'Afrique prédit à une résolution de 30 m à des profondeurs de 0-20 et 20-50 cm iSDAsoil: Zinc extraíble del suelo para África predicho a una resolución de 30 m a profundidades de 0-20 y 20-50 cm

iSDAsoil dataset soil extractable Zinc (Zn) log-transformed predicted at 30 m resolution for 0–20 an

iSDAsoil: soil extractable Aluminium for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths iSDAsoil: ألومنيوم قابل للاستخراج من التربة لأفريقيا متوقع بدقة 30 مترًا على عمق 0-20 و 20-50 سم iSDAsoil : Aluminium extractible du sol pour l'Afrique prévu à une résolution de 30 m à des profondeurs de 0-20 et 20-50 cm iSDAsoil: Aluminio extraíble en el suelo para África predicho a una resolución de 30 m a profundidades de 0-20 y 20-50 cm

iSDAsoil dataset soil extractable Aluminium (Al) log-transformed predicted at 30 m resolution for 0–

iSDAsoil: soil pH for Africa predicted at 30 m resolution at 0-20 and 20-50 cm depths

iSDAsoil dataset soil pH (1:1 Soil-Water Suspension) predicted at 30 m resolution for 0&nda