Spatial prediction of soil micronutrients using machine learning algorithms integrated with multiple digital covariates

Geospatial variability mapping of soil nutrients for site specific input optimization in a part of Central India

(2022) RP Sharma et al.   AGRONOMY JOURNAL

Copper Content and Export in European Vineyard Soils Influenced by Climate and Soil Properties

(2021) Boris Droz et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Predicting soil nutrient contents using Landsat OLI satellite images in rain-fed agricultural lands, northwest of Iran

(2021) Naser Miran et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Comparison on two case‐based reasoning strategies of automatically selecting terrain covariates for digital soil mapping

(2021) Peng Liang et al.   Transactions in GIS

Embracing variability in soils on smallholder farms: New tools and better science

(2021) Sieglinde Snapp   AGRICULTURAL SYSTEMS

Large-extent spatial heterogeneity of soil bioavailable micronutrients and the relative roles of environmental indicators on them within maize fields

(2021) Hongfen Zhu et al.   ECOLOGICAL INDICATORS

An integrated approach for the evaluation of quantitative soil maps through Taylor and solar diagrams

(2021) Alexandre M.J-C. Wadoux et al.   GEODERMA

Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran

(2021) Kamran Azizi et al.   JOURNAL OF GEOCHEMICAL EXPLORATION

Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning

(2021) Salman Naimi et al.   Geocarto International

Earth Observation Data-Driven Cropland Soil Monitoring: A Review

(2021) Nikolaos Tziolas et al.   Remote Sensing

Digital soil assessment of soil fertility for Thai jasmine rice in the Thung Kula Ronghai region, Thailand

(2021) Sasirin Srisomkiew et al.   GEODERMA

Digital mapping of GlobalSoilMap soil properties at a broad scale: A review

(2021) Songchao Chen et al.   GEODERMA

Boron availability in top- and sub-soils as affected by topography and climate

(2020) Xin Zhang et al.   NUTRIENT CYCLING IN AGROECOSYSTEMS

A case-based method of selecting covariates for digital soil mapping

(2020) Peng LIANG et al.   Journal of Integrative Agriculture

Remote sensing of dryland ecosystem structure and function: Progress, challenges, and opportunities

(2019) William K. Smith et al.   REMOTE SENSING OF ENVIRONMENT

Predicting reference soil groups using legacy data: A data pruning and Random Forest approach for tropical environment (Dano catchment, Burkina Faso)

(2018) Kpade O. L. Hounkpatin et al.   Scientific Reports

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Soil nutrient maps of Sub-Saharan Africa: assessment of soil nutrient content at 250 m spatial resolution using machine learning

(2017) Tomislav Hengl et al.   NUTRIENT CYCLING IN AGROECOSYSTEMS

Mapping trace element deficiency by cokriging from regional geochemical soil data: A case study on cobalt for grazing sheep in Ireland

(2014) R.M. Lark et al.   GEODERMA

Factors Affecting Micronutrient Availability in Calcareous Soils of Southern Iran

(2013) M. Najafi-Ghiri et al.   ARID LAND RESEARCH AND MANAGEMENT

Using Geostatistics and Geographic Information System Techniques to Characterize Spatial Variability of Soil Properties, Including Micronutrients

(2013) H. Foroughifar et al.   COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS

openair — An R package for air quality data analysis

(2011) David C. Carslaw et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Estimating Soil Moisture With the Support Vector Regression Technique

(2011) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Preliminary Study on Spatial Variability and Distribution of Soil Available Microelements in Pinggu County, Beijing, China

(2008) Shu-ying WANG et al.   Agricultural Sciences in China