Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling—Part 1: Mapping of soil classes

Aitkenhead Matt J.; Coull Malcolm C.; Goss Michael

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Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling—Part 1: Mapping of soil classes

机译：利用神经网络与关系建模的苏格兰土壤生态系统服务的数字映射 - 第1部分：土壤课程映射

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来源
《Soil Use and Management》 |2019年第2期|共12页
作者
Aitkenhead Matt J.; Coull Malcolm C.; Goss Michael;
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作者单位

The James Hutton InstituteAberdeen UK;

The James Hutton InstituteAberdeen UK;

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原文格式 PDF
正文语种 eng
中图分类土壤学;
关键词
digital soil mapping; land management; remote sensing; soil classification; spatial resolution;

机译：数字土映射;土地管理;遥感;土壤分类;空间分辨率;

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专利

1. Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling—Part 1: Mapping of soil classes [J] . Aitkenhead Matt J., Coull Malcolm C., Goss Michael Soil Use and Management . 2019,第2期

机译：利用神经网络与关系建模的苏格兰土壤生态系统服务的数字映射 - 第1部分：土壤课程映射
2. Mapping soil carbon stocks across Scotland using a neural network model [J] . Aitkenhead M. J., Coull M. C. Geoderma: An International Journal of Soil Science . 2016,第Null期

机译：使用神经网络模型绘制整个苏格兰的土壤碳储量
3. Digital soil mapping including additional point sampling in Posses ecosystem services pilot watershed, southeastern Brazil [J] . Bárbara Pereira Christofaro Silva, Marx Leandro Naves Silva, Fabio Arnaldo Pomar Avalos, Scientific reports. . 2019,第1期

机译：数字土壤映射，包括在巴西东南部拥有生态系统服务飞行员流域的额外点抽样
4. Digital soil mapping of soil classes using decision trees in central Iran [C] . R. Taghizadeh-Mehrjardi, B. Minasny, A.B. McBratney, Global Workshop on Digital Soil Mapping . 2012

机译：伊朗中部决策树的土壤课程数字土壤映射
5. Incorporating tacit knowledge of soil-landscape relationships for digital soil and landscape mapping applications. [D] . Miller, Bradley Allen. 2013

机译：将土壤-景观关系的隐性知识纳入数字土壤和景观制图应用程序。
6. Transfer Learning for Soil Spectroscopy Based on Convolutional Neural Networks and Its Application in Soil Clay Content Mapping Using Hyperspectral Imagery [O] . Lanfa Liu, Min Ji, Manfred Buchroithner 2018

机译：基于卷积神经网络的土壤光谱传递学习及其在高光谱图像土壤黏土含量图中的应用
7. Integração de dados do quickbird e atributos do terreno no mapeamento digital de solos por redes neurais artificiais Integration of quickbird data and terrain attributes for digital soil mapping by artificial neural networks [O] . César da Silva Chagas, Waldir de Carvalho Júnior, Silvio Barge Bhering 2011

机译：人工神经网络在数字土壤制图中整合快速鸟数据和地形属性人工神经网络在数字土壤制图中整合快速鸟数据和地形属性

Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling—Part 1: Mapping of soil classes

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