logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
A

Adriaan van Niekerk

stellenbosch university

29H-index
132Paper Count
3.0KCitation Count
Published Papers 34
Publication Date
logo
Perennial Crop Type Discrimination with AVIRIS-NG Hyperspectral Imagery and Machine Learning
errRemote Sensing
IF4.1
err2026-08-20
err0
errOAAI
errMila Toth; Adriaan van Niekerk
errShare
errSave
Signature extension as a machine learning strategy for mapping plantation forest genera with Sentinel-2 imagery
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-01-01
err0
PREAI
errHiggs, Caley; van Niekerk, Adriaan
errShare
errSave
Evolution of tandem repeats is mirroring post-polyploid cladogenesis in Heliophila (Brassicaceae) (vol 11, 607893, 2021)
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2022-10-25
err0
errOAAI
errDogan, 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.
errShare
errSave
Soil NIR-spectroscopy and object-based landsurface segmentation for fluvial terrace level differentiation
errGEOMORPHOLOGY
IF3.3
err2021-05-01
err0
PREAI
errLouw, Gerrit; Rozanov, Andrei; Wiese, Liesl; van Niekerk, Adriaan
errShare
errSave
Evolution of Tandem Repeats Is Mirroring Post-polyploid Cladogenesis in Heliophila (Brassicaceae)
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2021-01-12
err15
errOAAI
errDogan, 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.
errShare
errSave
Crop type mapping using LiDAR, Sentinel-2 and aerial imagery with machine learning algorithms
errGEO-SPATIAL INFORMATION SCIENCE
IF5.5
err2020-07-20
err53
errOAAI
errPrins, Adriaan Jacobus; Van Niekerk, Adriaan
errShare
errSave
Assessing the fidelity of Landsat-based fAPAR models in two diverse sugarcane growing regions
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-03-01
err13
errOAAI
errMuller, S. J.; Sithole, P.; Singels, A.; Van Niekerk, A.
errShare
errSave
Efficacy of multi-season Sentinel-2 imagery for compositional vegetation classification
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2020-03-01
err66
errOAAI
errMacintyre, Paul; van Niekerk, Adriaan; Mucina, Ladislav
errShare
errSave
Pre-harvest classification of crop types using a Sentinel-2 time-series and machine learning
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-02-01
err70
errOAAI
errMaponya, Mmamokoma Grace; van Niekerk, Adriaan; Mashimbye, Zama Eric
errShare
errSave
Automating field boundary delineation with multi-temporal Sentinel-2 imagery
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-12-01
err31
PREAI
errWatkins, Barry; Van Niekerk, Adriaan
errShare
errSave
Using machine learning to identify the geographical drivers of Ceratitis capitata trap catch in an agricultural landscape
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-07-01
err10
errOAAI
errBekker, Gerard Francois Hermanus van Ginkel; Addison, Matthew; Addison, Pia; van Niekerk, Adriaan
errShare
errSave
A comparison of object-based image analysis approaches for field boundary delineation using multi-temporal Sentinel-2 imagery
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2019-03-01
err68
PREAI
errWatkins, Barry; van Niekerk, Adriaan
errShare
errSave
Object-based land surface segmentation scale optimisation: An ill-structured problem
errGEOMORPHOLOGY
IF3.3
err2019-02-01
err9
PREAI
errLouw, Gerrit; van Niekerk, Adriaan
errShare
errSave
Radiometric homogenisation of aerial images by calibrating with satellite data
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2018-10-16
err3
PREAI
errHarris, Dugal; Van Niekerk, Adriaan
errShare
errSave
Feature clustering and ranking for selecting stable features from high dimensional remotely sensed data
errINTERNATIONAL JOURNAL OF REMOTE SENSING
IF2.6
err2018-08-02
err7
PREAI
errHarris, Dugal; Van Niekerk, Adriaan
errShare
errSave
Value of dimensionality reduction for crop differentiation with multi-temporal imagery and machine learning
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2017-11-01
err45
errOAAI
errGilbertson, Jason Kane; van Niekerk, Adriaan
errShare
errSave
Development of a composite soil degradation assessment index for cocoa agroecosystems in southwestern Nigeria
errSOLID EARTH
IF2.7
err2017-08-09
err9
errOAAI
errAdeniyi, Sunday Adenrele; de Clercq, Willem Petrus; van Niekerk, Adriaan
errShare
errSave
Machine learning performance for predicting soil salinity using different combinations of geomorphometric covariates
errGEODERMA
IF6.6
err2017-08-01
err105
PREAI
errVermeulen, Divan; Van Niekerk, Adriaan
errShare
errSave
Effect of pan-sharpening multi-temporal Landsat 8 imagery for crop type differentiation using different classification techniques
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2017-03-01
err119
errOAAI
errGilbertson, Jason Kane; Kemp, Jaco; van Niekerk, Adriaan
errShare
errSave
Investigating the Utility of Oblique Tree-Based Ensembles for the Classification of Hyperspectral Data
errSENSORS
IF3.5
err2016-11-15
err16
errOAAI
errPoona, Nitesh; van Niekerk, Adriaan; Ismail, Riyad
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
Steven L. Chown
H-index: 105 · Papers: 705
M
Mélodie A. McGeoch
H-index: 64 · Papers: 337
M
Martin A. Lysák
H-index: 57 · Papers: 227
L
Ladislav Mucina
H-index: 53 · Papers: 472
I
Ihsan A. Al‐Shehbaz
H-index: 52 · Papers: 429
View more