Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches

Spatial prediction of soil organic carbon stocks in an arid rangeland using machine learning algorithms

Environmental Monitoring and Assessment ◽

10.1007/s10661-021-09543-8 ◽

2021 ◽

Vol 193 (12) ◽

Author(s):

Mahmood Rostaminia ◽

Asghar Rahmani ◽

Sayed Roholla Mousavi ◽

Rohullah Taghizadeh-Mehrjardi ◽

Ziba Maghsodi

Keyword(s):

Machine Learning ◽

Organic Carbon ◽

Soil Organic Carbon ◽

Learning Algorithms ◽

Spatial Prediction ◽

Carbon Stocks ◽

Machine Learning Algorithms ◽

Arid Rangeland

Spatial prediction of soil organic carbon stocks in Ghana using legacy data

Geoderma ◽

10.1016/j.geoderma.2019.114008 ◽

2020 ◽

Vol 360 ◽

pp. 114008 ◽

Cited By ~ 2

Author(s):

Stephen Owusu ◽

Yusuf Yigini ◽

Guillermo F. Olmedo ◽

Christian T. Omuto

Keyword(s):

Organic Carbon ◽

Soil Organic Carbon ◽

Spatial Prediction ◽

Carbon Stocks ◽

Legacy Data

Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (eds) MODSIM2017, 22nd International Congress on Modelling and Simulation. ◽

Estimating soil organic carbon stocks using machine learning methods in the semi-arid rangelands of New South Wales

10.36334/modsim.2017.g1.wang ◽

2017 ◽

Keyword(s):

Machine Learning ◽

Organic Carbon ◽

Soil Organic Carbon ◽

New South ◽

Carbon Stocks ◽

Machine Learning Methods ◽

South Wales ◽

Arid Rangelands ◽

Semi Arid

Soil Organic Carbon Stocks Mapping In Mountainous Subtropics Using A 3D Mixed Model With Upscaling Capabilities

10.31988/scitrends.49343 ◽

2019 ◽

Author(s):

Moritz Laub ◽

Sergey Blagodatsky

Keyword(s):

Organic Carbon ◽

Soil Organic Carbon ◽

Mixed Model ◽

Carbon Stocks ◽

Land Use Effect on Soil Organic Carbon Stocks, Microbial Biomass and Basal Respiration in Bundelkhand Region of Central India

Agricultural Research ◽

10.1007/s40003-021-00584-6 ◽

2021 ◽

Author(s):

Nongmaithem Raju Singh ◽

Dhiraj Kumar ◽

A. K. Handa ◽

Ram Newaj ◽

Mahendra Prasad ◽

...

Keyword(s):

Land Use ◽

Microbial Biomass ◽

Organic Carbon ◽

Soil Organic Carbon ◽

Central India ◽

Basal Respiration ◽

Carbon Stocks ◽

High‐yielding forage grass cultivars increase root biomass and soil organic carbon stocks compared with mixed‐species permanent pasture in temperate soil

European Journal of Soil Science ◽

10.1111/ejss.13160 ◽

2021 ◽

Author(s):

A. S. Gregory ◽

A. Joynes ◽

E. R. Dixon ◽

D. A. Beaumont ◽

P. J. Murray ◽

...

Keyword(s):

Organic Carbon ◽

Soil Organic Carbon ◽

Root Biomass ◽

Carbon Stocks ◽

Forage Grass ◽

Mixed Species ◽

Permanent Pasture ◽

Temperate Soil

Spatial variation and temporal decline (1985–2017) of soil organic carbon stocks (SOCS) in relation to land use types in Tombel area, South-West Cameroon

Soil and Tillage Research ◽

10.1016/j.still.2021.105114 ◽

2021 ◽

Vol 213 ◽

pp. 105114

Author(s):

Cedrick Nguemezi ◽

Paul Tematio ◽

Francis B.T. Silatsa ◽

Martin Yemefack

Keyword(s):

Land Use ◽

Organic Carbon ◽

Soil Organic Carbon ◽

Spatial Variation ◽

Carbon Stocks ◽

South West ◽

Land Use Types

Soil organic carbon stocks in the Limpopo National Park, Mozambique: Amount, spatial distribution and uncertainty

Geoderma ◽

10.1016/j.geoderma.2013.07.015 ◽

2014 ◽

Vol 213 ◽

pp. 46-56 ◽

Cited By ~ 34

Author(s):

A.H. Cambule ◽

D.G. Rossiter ◽

J.J. Stoorvogel ◽

E.M.A. Smaling

Keyword(s):

Spatial Distribution ◽

Organic Carbon ◽

Soil Organic Carbon ◽

National Park ◽

Carbon Stocks ◽

Regional patterns of soil organic carbon stocks in China

Journal of Environmental Management ◽

10.1016/j.jenvman.2006.09.020 ◽

2007 ◽

Vol 85 (3) ◽

pp. 680-689 ◽

Cited By ~ 123

Author(s):

D.S. Yu ◽

X.Z. Shi ◽

H.J. Wang ◽

W.X. Sun ◽

J.M. Chen ◽

...

Keyword(s):

Organic Carbon ◽

Soil Organic Carbon ◽

Carbon Stocks ◽

Regional Patterns ◽

LONG-TERM MANURING AND FERTILIZER EFFECTS ON DEPLETION OF SOIL ORGANIC CARBON STOCKS UNDER PEARL MILLET-CLUSTER BEAN-CASTOR ROTATION IN WESTERN INDIA

Land Degradation and Development ◽

10.1002/ldr.1158 ◽

2011 ◽

Vol 25 (2) ◽

pp. 173-183 ◽

Cited By ~ 112

Author(s):

CH. Srinivasarao ◽

B. Venkateswarlu ◽

R. Lal ◽

A. K. Singh ◽

S. Kundu ◽

...

Keyword(s):

Organic Carbon ◽

Soil Organic Carbon ◽

Pearl Millet ◽

Carbon Stocks ◽

Western India ◽

Cluster Bean ◽