|
已选(0)清除
条数/页： 排序方式： |
| Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者: Yaseen, Andaleeb; Lu, Jianzhong; Chen, Xiaoling
  收藏 | 浏览/下载：12/0 | 提交时间：2022/03/17
Flash flood Logistic regression Support vector machine Multi-layer perceptron Ensemble classifier |
| Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者: Deval, Kundan; Joshi, P. K.
收藏 | 浏览/下载：11/0 | 提交时间：2021/11/29
Vegetation type Land cover Semi-arid wetland Maximum Likelihood (MXL) Artificial Neural Network (ANN) Support Vector Machine (SVM) WorldView2 |
| Shortwave infrared vegetation index-based modelling for aboveground vegetation biomass assessment in the arid steppes of Algeria 期刊论文
发表期刊: AFRICAN JOURNAL OF RANGE & FORAGE SCIENCE. 出版年: 2021
作者: Benseghir, Louai; Bachari, Nour El Islam
收藏 | 浏览/下载：24/0 | 提交时间：2021/11/29
cross-validation Landsat 8 OLI machine learning Stipa tenacissima L |
| Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者: Mohammadifar, Aliakbar; Gholami, Hamid; Golzari, Shahram; Collins, Adrian L.
收藏 | 浏览/下载：27/0 | 提交时间：2021/07/30
Deep learning models Shallow machine learning models Soil salinity spatial maps Deep convolutional neural networks |
| A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者: Aghelpour, Pouya; Mohammadi, Babak; Mehdizadeh, Saeid; Bahrami-Pichaghchi, Hadigheh; Duan, Zheng
收藏 | 浏览/下载：19/0 | 提交时间：2021/07/30
Palmer drought severity index Drought prediction Dragonfly algorithm Stochastic model Iran |
| Predicting soil organic carbon by integrating Landsat 8 OLI, GIS and data mining techniques in semi-arid region 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021
作者: Akbari, Mohammad; Goudarzi, Iman; Tahmoures, Mohammad; Elveny, Marischa; Bakhshayeshi, Iman
收藏 | 浏览/下载：18/0 | 提交时间：2021/11/19
Agricultural soils Data mining methods Landsat 8 OLI Semi-arid region |
| Hybrid neural network classification for irrigation control in WSN based precision agriculture 期刊论文
发表期刊: JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. 出版年: 2021
作者: Anguraj, Dinesh Kumar; Mandhala, Venkata Naresh; Bhattacharyya, Debnath; Kim, Tai-hoon
收藏 | 浏览/下载：14/0 | 提交时间：2021/11/29
Wireless sensors network Decision support systems Hybrid neural network Agricultural cropping systems Precision agriculture Automatic smart data mining |
| Aboveground biomass estimation of an agro-pastoral ecology in semi-arid Bundelkhand region of India from Landsat data: a comparison of support vector machine and traditional regression models 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2020
作者: Deb, Dibyendu; Deb, Shovik; Chakraborty, Debashis; Singh, J. P.; Singh, Amit Kumar; Dutta, Puspendu; Choudhury, Ashok
收藏 | 浏览/下载：18/0 | 提交时间：2021/01/07
Aboveground biomass agro-pastoral ecology satellite data Landsat data enhanced vegetation index regression model support vector machine |
| Probability mapping of groundwater contamination by hydrocarbon from the deep oil reservoirs using GIS-based machine-learning algorithms: a case study of the Dammam aquifer (middle of Iraq) 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH.
作者: Al-Mayahi, Huda M.; Al-Abadi, Alaa M.; Fryar, Alan E.
收藏 | 浏览/下载：7/0 | 提交时间：2021/01/07
Groundwater contamination Machine learning Dammam aquifer Iraq |
