Adriaan van Niekerk - Publications, H-index & Citations

Adriaan van Niekerk

stellenbosch university

29H指数

132论文数

3.0K被引数

收录论文 34

发表时间

Perennial Crop Type Discrimination with AVIRIS-NG Hyperspectral Imagery and Machine Learning 基于AVIRIS-NG高光谱影像和机器学习的多年生作物类型识别

Remote Sensing

IF4.1

2026-08-20

OAAI

Mila Toth; Adriaan van Niekerk

Signature extension as a machine learning strategy for mapping plantation forest genera with Sentinel-2 imagery 签名扩展作为使用Sentinel-2图像映射人工林属的机器学习策略

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2024-01-01

PREAI

Higgs, Caley; van Niekerk, Adriaan

Evolution of tandem repeats is mirroring post-polyploid cladogenesis in Heliophila (Brassicaceae) (vol 11, 607893, 2021)

FRONTIERS IN PLANT SCIENCE

IF4.8

2022-10-25

OAAI

Dogan, Mert; Pouch, Milan; Mandakova, Terezie; Hlouskova, Petra; Guo, Xinyi; Winter, Pieter; Chumova, Zuzana; Van Niekerk, Adriaan; Mummenhoff, Klaus; Al-Shehbaz, Ihsan A.; Mucina, Ladislav; Lysak, Martin A.

Soil NIR-spectroscopy and object-based landsurface segmentation for fluvial terrace level differentiation

GEOMORPHOLOGY

IF3.3

2021-05-01

PREAI

Louw, Gerrit; Rozanov, Andrei; Wiese, Liesl; van Niekerk, Adriaan

Evolution of Tandem Repeats Is Mirroring Post-polyploid Cladogenesis in Heliophila (Brassicaceae)

FRONTIERS IN PLANT SCIENCE

IF4.8

2021-01-12

OAAI

Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms 使用LiDAR，Sentinel-2和航空影像以及机器学习算法进行作物类型映射

GEO-SPATIAL INFORMATION SCIENCE

IF5.5

2020-07-20

OAAI

Prins, Adriaan Jacobus; Van Niekerk, Adriaan

Assessing the fidelity of Landsat-based fAPAR models in two diverse sugarcane growing regions

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-03-01

OAAI

Muller, S. J.; Sithole, P.; Singels, A.; Van Niekerk, A.

Efficacy of multi-season Sentinel-2 imagery for compositional vegetation classification

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2020-03-01

OAAI

Macintyre, Paul; van Niekerk, Adriaan; Mucina, Ladislav

Pre-harvest classification of crop types using a Sentinel-2 time-series and machine learning

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-02-01

OAAI

Maponya, Mmamokoma Grace; van Niekerk, Adriaan; Mashimbye, Zama Eric

Automating field boundary delineation with multi-temporal Sentinel-2 imagery

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2019-12-01

PREAI

Watkins, Barry; Van Niekerk, Adriaan

Using machine learning to identify the geographical drivers of Ceratitis capitata trap catch in an agricultural landscape

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2019-07-01

OAAI

Bekker, Gerard Francois Hermanus van Ginkel; Addison, Matthew; Addison, Pia; van Niekerk, Adriaan

A comparison of object-based image analysis approaches for field boundary delineation using multi-temporal Sentinel-2 imagery

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2019-03-01

PREAI

Watkins, Barry; van Niekerk, Adriaan

Object-based land surface segmentation scale optimisation: An ill-structured problem

GEOMORPHOLOGY

IF3.3

2019-02-01

PREAI

Louw, Gerrit; van Niekerk, Adriaan

Radiometric homogenisation of aerial images by calibrating with satellite data

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2018-10-16

PREAI

Harris, Dugal; Van Niekerk, Adriaan

Feature clustering and ranking for selecting stable features from high dimensional remotely sensed data

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2018-08-02

PREAI

Harris, Dugal; Van Niekerk, Adriaan

Value of dimensionality reduction for crop differentiation with multi-temporal imagery and machine learning

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2017-11-01

OAAI

Gilbertson, Jason Kane; van Niekerk, Adriaan

Development of a composite soil degradation assessment index for cocoa agroecosystems in southwestern Nigeria

SOLID EARTH

IF2.7

2017-08-09

OAAI

Adeniyi, Sunday Adenrele; de Clercq, Willem Petrus; van Niekerk, Adriaan

Machine learning performance for predicting soil salinity using different combinations of geomorphometric covariates

GEODERMA

IF6.6

2017-08-01

105

PREAI

Vermeulen, Divan; Van Niekerk, Adriaan

Effect of pan-sharpening multi-temporal Landsat 8 imagery for crop type differentiation using different classification techniques

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2017-03-01

119

OAAI

Gilbertson, Jason Kane; Kemp, Jaco; van Niekerk, Adriaan

Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data 研究基于倾斜树的集合在高光谱数据分类中的效用

SENSORS

IF3.5

2016-11-15

OAAI

Poona, Nitesh; van Niekerk, Adriaan; Ismail, Riyad

研究方向