Submitted:
01 November 2025
Posted:
03 November 2025
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Research Experimental Area Description
2.2. Main Experimental Plot Design
2.3. Split-Plot Experimental Design
2.4. Monitoring the Soil Temperature (ST) and Soil Moisture Level
2.5. Measurements of Crop Roots and Aboveground Dry Matter (AGDM)
2.6. Estimation of Crop Yield Attributes
2.7. Analysis of Data
3. Results
3.1. Climate Data
3.2. ST
3.2.1. Dynamics of ST in the 0–40 cm Soil Layer with Time
3.2.2. Averaged STs at 0-40 cm
3.2.3. Averaged STs at Different Soil Depths and Timings
3.2.4. Soil Accumulated Temperature (SAT)
| Time | Treatments | Accumulated Soil Temperature (0C) | ||||
|---|---|---|---|---|---|---|
| Soil depth (cm) | 0 | 5 | 10 | 20 | 40 | |
| Afternoon | MC | 588.00 c | 348.83 c | 268.83 c | 182.83 d | 170.13 a |
| MCB | 677.17 a | 391.23 a | 299.03 b | 205.17 b | 144.73 b | |
| MCW | 639.67 b | 375.67 b | 308.87 a | 215.15 a | 150.47 b | |
| NC | 595.17 c | 378.17 b | 243.17 d | 185.30 c | 153.73 b | |
| NCB | 670.00 a | 279.67 e | 224.33 e | 163.67 e | 145.80 b | |
| NCW | 661.50 ab | 307.33 d | 242.17 d | 181.67 d | 170.18 a | |
| PFM | *** | *** | *** | *** | *** | |
| Tillage | ns | *** | **** | *** | ns | |
| Interaction | * | *** | *** | *** | *** | |
| Evening | MC | 287.67 c | 273.50 d | 255.67 c | 184.17 a | 165.90 a |
| MCB | 308.00 a | 311.50 a | 250.00 b | 173.67 d | 140.83 e | |
| MCW | 292.33 b | 306.33 b | 275.17 a | 182.67 b | 144.97 d | |
| NC | 274.83 e | 281.67 c | 220.80 d | 175.17 c | 155.89 c | |
| NCB | 280.00 d | 228.33 e | 208.33 e | 162.13 e | 142.17 e | |
| NCW | 263.00 f | 251.50 f | 222.67 d | 173.67 d | 161.27 b | |
| PPM | *** | *** | *** | *** | *** | |
| Tillage | *** | *** | *** | *** | *** | |
| Interaction | *** | *** | *** | *** | *** | |
| Morning | MC | 107.83 d | 79.17 d | 102.50 d | 124.77 a | 174.53 a |
| MCB | 102.00 e | 80.10 d | 99.33 e | 116.10 c | 149.70 d | |
| MCW | 103.50 e | 79.50 d | 97.83 e | 117.50 c | 152.87 c | |
| NC | 148.50 b | 109.83 a | 116.17 a | 124.17 a | 157.01 b | |
| NCB | 165.00 a | 89.17 c | 106.00 c | 106.00 d | 146.33 d | |
| NCW | 144.83 c | 100.50 b | 110.17 b | 120.50 b | 174.23 a | |
| PFM | *** | *** | *** | *** | *** | |
| Tillage | *** | *** | *** | *** | ns | |
| Interaction | *** | *** | *** | *** | *** | |
| Treatments | GY (kgha-1) |
1000-GW (g) |
BM (kgha-1) |
SNm-2 | SY (kgha-1) |
GN | HI (%) |
AGDM (g Plant-1) |
|---|---|---|---|---|---|---|---|---|
| MC | 7445 b | 39.65 bc | 11791 a | 552 b | 7893 b | 34.02 b | 48.5 ab | 3.17 bc |
| MCB | 8169a | 41.00 ab | 15458 a | 566 ab | 8190 ab | 35.19 a | 49.9 a | 4.07 ab |
| MCW | 8300 a | 41.07a | 16272 a | 572 a | 8499 a | 35.28 a | 49.4 a | 4.23 a |
| NC | 6590 c | 38.50c | 13244 a | 527 c | 7306 c | 32.43 c | 47.4 bc | 2.79 c |
| NCB | 5486 d | 35.93d | 11315 a | 498 d | 6799 d | 30.57 d | 44.6 d | 3.78 ab |
| NCW | 5794 d | 36.33 d | 12942 a | 515 cd | 6827 d | 30.97 d | 45.9 cd | 3.49 abc |
| PFM | ns | ns | ns | ns | ns | ns | ns | * |
| Tillage | *** | *** | ns | *** | *** | *** | *** | ns |
| Interaction | *** | ** | ns | ** | *** | *** | ** | ns |
3.3. Effects of STs on Root Characteristics (RC)
| Treatments | Soil Depth (cm) |
RLD (cm cm-3) |
SE (±) |
RWD (g cm-3) |
SE (±) | RSA (cm2) |
SE (±) |
RV (cm3) |
SE (±) |
RD (mm) |
SE (±) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| MC | 0-10 | 3.85 ab | 0.33 | 1.09 ab | 0.04 | 286.85 a | 27.19 | 2.71 a | 0.42 | 3.75 a | 0.29 |
| MCB | 4.15 a | 0.0 | 1.15 ab | 0.06 | 277.03 a | 20.78 | 2.58 a | 0.15 | 3.73 a | 0.07 | |
| MCW | 4.59 a | 0.0 | 1.19 a | 0.07 | 200.24 b | 37.74 | 1.92 a | 0.61 | 3.65 a | 0.51 | |
| NC | 3.45 b | 0.0 | 0.91 bc | 0.15 | 271.89 a | 28.41 | 2.51 a | 0.46 | 3.77 a | 0.35 | |
| NCB | 3.70 b | 0.4 | 0.88 bc | 0.04 | 281.93 a | 33.36 | 2.70 a | 0.34 | 3.82 b | 0.06 | |
| NCW | 3.62 b | 0.5 | 0.65 c | 0.12 | 86.67 b | 40.02 | 1.78 a | 0.50 | 3.07 a | 0.21 | |
| Tillage (T) | ** | *** | ns | ns | * | ||||||
| FPM | * | * | ** | ns | ns | ||||||
| Interaction (T x FPM) |
* | ns | ns | ns | ns | ||||||
| MC | 10-20 | 2.99 b | 0.36 | 0.13 a | 0.01 | 125.18 ab | 16.78 | 0.66 a | 0.10 | 2.10 b | 0.03 |
| MCB | 3.74 a | 0.10 | 0.13 a | 0.01 | 123.03 ab | 23.51 | 0.63 a | 0.12 | 2.06 b | 0.02 | |
| MCW | 3.63 a | 0.31 | 0.10 a | 0.001 | 100.47 ab | 9.78 | 0.51 a | 0.04 | 2.05 b | 0.03 | |
| NC | 1.63 a | 0.42 | 0.09 a | 0.03 | 103.32 ab | 34.49 | 0.62 a | 0.16 | 2.50 a | 0.18 | |
| NCB | 0.88 b | 0.01 | 0.06 a | 0.001 | 45.73 b | 2.42 | 0.30 a | 0.02 | 2.62 a | 0.04 | |
| NCW | 0.82 c | 0.07 | 0.09 a | 0.06 | 180.23 a | 83.13 | 0.27 a | 0.03 | 2.60 a | 0.13 | |
| T | *** | ns | * | ns | * | ||||||
| FPM | * | ns | ns | ns | ns | ||||||
| Interaction (T x FPM) |
* | ns | ns | ns | ns | ||||||
| MC | 20-40 |
1.04 a | 0.12 | 0.04 a | 0.01 | 94.83 ab | 11.38 | 0.55 a | 0.05 | 2.37 a | 0.22 |
| MCB | 1.06 a | 0.00 | 0.02 a | 0.01 | 55.54 bc | 17.42 | 0.38 a | 0.08 | 2.86 a | 0.37 | |
| MCW | 1.29 a | 0.04 | 0.05 a | 0.01 | 103.73 a | 23.09 | 0.66 a | 0.12 | 2.60 a | 0.13 | |
| NC | 0.51 bc | 0.42 | 0.03 a | 0.01 | 52.32 bc | 5.45 | 0.34 a | 0.04 | 2.58 a | 0.08 | |
| NCB | 0.64 b | 0.02 | 0.03 a | 0.00 | 67.81 abc | 8.42 | 0.45 a | 0.06 | 2.67 a | 0.10 | |
| NCW | 0.28 c | 0.05 | 0.02 a | 0.01 | 26.29 c | 12.84 | 0.16 a | 0.08 | 2.32 a | 0.04 | |
| T | *** | ns | * | ns | ns | ||||||
| FPM | ns | ns | ns | ns | ns | ||||||
| Interaction (T x FPM) |
ns | ns | ns | ns | ns | ||||||
| MC | 40-60 | 0.83 a | 0.22 | 0.04 a | 0.01 | 88.70 a | 26.36 | 0.61 a | 0.17 | 2.76 a | 0.28 |
| MCB | 0.63 a | 0.00 | 0.02 a | 0.00 | 65.51 a | 2.99 | 0.43 a | 0.03 | 2.65 a | 0.18 | |
| MCW | 0.44 a | 0.02 | 0.02 a | 0.01 | 42.39 a | 9.49 | 0.26 a | 0.07 | 2.40 a | 0.08 | |
| NC | 0.65 a | 0.13 | 0.03 a | 0.01 | 67.65 a | 17.92 | 0.45 a | 0.10 | 2.68 a | 0.26 | |
| NCB | 0.54 a | 0.01 | 0.02 a | 0.00 | 58.72 a | 8.32 | 0.41 a | 0.09 | 2.72 a | 0.27 | |
| NCW | 0.58 a | 0.09 | 0.02 a | 0.00 | 61.56 a | 18.96 | 0.41 a | 0.13 | 2.68 a | 0.01 | |
| T | ns | ns | ns | ns | ns | ||||||
| FPM | ns | ns | ns | ns | ns | ||||||
| Interaction (T x FPM) |
ns | ns | ns | ns | ns |
3.3.1. Improvement in Root Length Density (RLD) and Root Weight Density (RWD)
3.3.2. Influence on Root Surface Area (RSA)
3.3.3. Root Volume (RV) and Root Diameter (RD) Response to STs
3.4. Effects of Soil Moisture Content (SMC) at Different Growth Stages


3.5. Response of Crop Yield Attributes and Aboveground Dry Matter (AGDM)
3.6. Multivariate Principal Component Analysis (PCA) to Tillg Systems and PFM
4. Discussion
4.1. Impact of Tillage and PFM on Soil Temperature During the Overwintering Period
4.2. Root Characteristics Response to PFM and Tillage System
4.3. RC Enhanced Yield and Yield Parameters
4.4. Relationships Among the ST, RC, and Yield Agronomical Parameters
5. Conclusions
Declaration of Interests
Supplementary Materials
Funding
References
- Plaza, C.; Courtier-Murias, D.; Fernández, J.M.; Polo, A.; Simpson, A.J. Physical, chemical, and biochemical mechanisms of soil organic matter stabilization under conservation tillage systems: A central role for microbes and microbial by-products in C sequestration. Soil Biology and Biochemistry 2012, 57, 124–134. [Google Scholar] [CrossRef]
- Licht, M.A.; Al-Kaisi, M. Strip-tillage effect on seedbed soil temperature and other soil physical properties. Soil and Tillage Research 2004, 80, 233–249. [Google Scholar] [CrossRef]
- Gan, Y.; Siddique, K.H.M.; Turner, N.C.; Li, X.-G.; Niu, J.-Y.; Yang, C.; Liu, L.; Chai, Q. Ridge-Furrow Mulching Systems—An innovative technique for boosting crop productivity in semiarid Rain-Fed environments. In Advances in agronomy, 2012; pp 429–476. [CrossRef]
- Zhang, X.; Chen, S.; Sun, H.; Wang, Y.; Shao, L. Root size, distribution and soil water depletion as affected by cultivars and environmental factors. Field Crops Research 2009, 114(1), 75–83. [Google Scholar] [CrossRef]
- Kassam, A.; Friedrich, T.; Derpsch, R.; Kienzle, J. Overview of the worldwide spread of conservation agriculture. Available online: https://doaj.org/article/5ebd222c01734909b194ec21684a1c96.
- Li, R.; Hou, X.; Jia, Z.; Han, Q.; Ren, X.; Yang, B. Effects on soil temperature, moisture, and maize yield of cultivation with ridge and furrow mulching in the rainfed area of the Loess Plateau, China. Agricultural Water Management 2012, 116, 101–109. [Google Scholar] [CrossRef]
- Wang, E.; Martre, P.; Zhao, Z.; Ewert, F.; Maiorano, A.; Rötter, R.P.; Kimball, B.A.; Ottman, M.J.; Wall, G.W.; White, J.W.; et al. The uncertainty of crop yield projections is reduced by improved temperature response functions. Nature Plants 2017, 3. [Google Scholar] [CrossRef]
- Wang, Y.; Xie, Z.; Malhi, S.S.; Vera, C.L.; Zhang, Y.; Wang, J. Effects of rainfall harvesting and mulching technologies on water use efficiency and crop yield in the semi-arid Loess Plateau, China. Agricultural Water Management 2008, 96(3), 374–382. [Google Scholar] [CrossRef]
- Wu, L.; Quan, H.; Wu, L.; Zhang, X.; Feng, H.; Ding, D.; Siddique, K.H.M. Responses of winter wheat yield and water productivity to sowing time and plastic mulching in the Loess Plateau. Agricultural Water Management 2023, 289, 108572. [Google Scholar] [CrossRef]
- Steinmetz, Z.; Wollmann, C.; Schaefer, M.; Buchmann, C.; David, J.; Tröger, J.; Muñoz, K.; Frör, O.; Schaumann, G.E. Plastic mulching in agriculture. Trading short-term agronomic benefits for long-term soil degradation? The Science of the Total Environment 2016, 550, 690–705. [Google Scholar] [CrossRef]
- Bu, L.; Zhu, L.; Liu, J.; Luo, S.; Chen, X.; Li, S. Source–Sink Capacity Responsible for Higher Maize Yield with Removal of Plastic Film. Agronomy Journal 2013, 105(3), 591–598. [Google Scholar] [CrossRef]
- Loughrin, J.H.; Kasperbauer, M.J. Aroma of Fresh Strawberries Is Enhanced by Ripening over Red versus Black Mulch. Journal of Agricultural and Food Chemistry 2001, 50(1), 161–165. [Google Scholar] [CrossRef]
- Moreno, M.M.; Moreno, A. Effect of different biodegradable and polyethylene mulches on soil properties and production in a tomato crop. Scientia Horticulturae 2008, 116(3), 256–263. [Google Scholar] [CrossRef]
- Anikwe, M.A.N.; Mbah, C.N.; Ezeaku, P.I.; Onyia, V.N. Tillage and plastic mulch effects on soil properties and growth and yield of cocoyam (Colocasia esculenta) on an ultisol in southeastern Nigeria. Soil and Tillage Research 2006, 93(2), 264–272. [Google Scholar] [CrossRef]
- Ricotta, J.A.; Masiunas, J.B. The effects of black plastic mulch and weed control strategies on herb yield. HortScience 1991, 26(5), 539–541. [Google Scholar] [CrossRef]
- Eldoma, I.M.; Li, M.; Zhang, F.; Li, F.-M. Alternate or equal ridge–furrow pattern: Which is better for maize production in the rain-fed semi-arid Loess Plateau of China? Field Crops Research 2016, 191, 131–138. [Google Scholar] [CrossRef]
- Mo, F.; Wang, J.-Y.; Xiong, Y.-C.; Nguluu, S.N.; Li, F.-M. Ridge-furrow mulching system in semiarid Kenya: A promising solution to improve soil water availability and maize productivity. European Journal of Agronomy 2016, 80, 124–136. [Google Scholar] [CrossRef]
- Ye, J.; Gao, Z.; Wu, X.; Lu, Z.; Li, C.; Wang, X.; Chen, L.; Cui, G.; Yu, M.; Yan, G.; et al. Impact of increased temperature on spring wheat yield in northern China. Food and Energy Security 2021, 10(2), 368–378. [Google Scholar] [CrossRef]
- Chen, S.; Yang, P.; Zhang, Y.; Dong, W.; Hu, C.; Oenema, O. Responses of cereal yields and soil carbon sequestration to four Long-Term Tillage practices in the North China Plain. Agronomy 2022, 12(1), 176. [Google Scholar] [CrossRef]
- Du, Z.; Ren, T.; Hu, C. Tillage and residue removal effects on soil carbon and nitrogen storage in the North China Plain. Soil Science Society of America Journal 2010, 74(1), 196–202. [Google Scholar] [CrossRef]
- Dong, W.; Hu, C.; Chen, S.; Zhang, Y. Tillage and residue management effects on soil carbon and CO2 emission in a wheat–corn double-cropping system. Nutrient Cycling in Agroecosystems 2008, 83(1), 27–37. [Google Scholar] [CrossRef]
- Yu, C.; Mawodza, T.; Atkinson, B.S.; Atkinson, J.A.; Sturrock, C.J.; Whalley, R.; Hawkesford, M.J.; Cooper, H.; Zhang, X.; Zhou, H.; et al. The effects of soil compaction on wheat seedling root growth are specific to soil texture and soil moisture status. Rhizosphere 2023, 29, 100838. [Google Scholar] [CrossRef]
- Pittelkow, C.M.; Liang, X.; Linquist, B.A.; Van Groenigen, K.J.; Lee, J.; Lundy, M.E.; Van Gestel, N.; Six, J.; Venterea, R.T.; Van Kessel, C. Productivity limits and potentials of the principles of conservation agriculture. Nature 2014, 517(7534), 365–368. [Google Scholar] [CrossRef] [PubMed]
- Wu, H.; Timilsina, A.; Chen, S.; Li, X.; Zhang, Y.; Hu, C.; Dong, W. Long-term conservation tillage practices affect total carbon and contribute to the formation of soil aggregates in the semi-arid North China Plain. Soil Use and Management; 2024; 40. [Google Scholar] [CrossRef]
- Chimento, C.; Amaducci, S. Characterization of fine root system and potential contribution to soil organic carbon of six perennial bioenergy crops. Biomass and Bioenergy 2015, 83, 116–122. [Google Scholar] [CrossRef]
- Mosaddeghi; Mahboubi, A.A.; Safadoust, A. Short-term effects of tillage and manure on some soil physical properties and maize root growth in a sandy loam soil in western Iran. Soil and Tillage Research 2008, 104, 173–179. [Google Scholar] [CrossRef]
- Yang, J.; Qin, R.; Shi, X.; Wei, H.; Sun, G.; Li, F.-M.; Zhang, F. The effects of plastic film mulching and straw mulching on licorice root yield and soil organic carbon content in a dryland farming. The Science of the Total Environment 2022, 826, 154113. [Google Scholar] [CrossRef]
- Zhang, F.; Zhang, W.; Qi, J.; Li, F.-M. A regional evaluation of plastic film mulching for improving crop yields on the Loess Plateau of China. Agricultural and Forest Meteorology 2017, 248, 458–468. [Google Scholar] [CrossRef]
- O’Brien, P.L.; Daigh, A.L.M. Tillage practices alter the surface energy balance – A review. Soil and Tillage Research 2019, 195, 104354. [Google Scholar] [CrossRef]
- Porter, J.R.; Gawith, M. Temperatures and the growth and development of wheat: A review. European Journal of Agronomy 1999, 10(1), 23–36. [Google Scholar] [CrossRef]
- Qin, X.; Li, Y.; Han, Y.; Hu, Y.; Li, Y.; Wen, X.; Liao, Y.; Siddique, K.H.M. Ridge-furrow mulching with black plastic film improves maize yield more than white plastic film in dry areas with adequate accumulated temperature. Agricultural and Forest Meteorology 2018, 262, 206–214. [Google Scholar] [CrossRef]
- Liu, J.; Zhan, A.; Bu, L.; Zhu, L.; Luo, S.; Chen, X.; Cui, Z.; Li, S.; Hill, R.L.; Zhao, Y. Understanding dry matter and nitrogen accumulation for High-Yielding Film-Mulched Maize. Agronomy Journal 2014, 106(2), 390–396. [Google Scholar] [CrossRef]
- Chen, H.; Hou, R.; Gong, Y.; Li, H.; Fan, M.; Kuzyakov, Y. Effects of 11 years of conservation tillage on soil organic matter fractions in wheat monoculture in Loess Plateau of China. Soil and Tillage Research 2009, 106(1), 85–94. [Google Scholar] [CrossRef]
- Drury, C.F.; Tan, C.; Welacky, T.W.; Oloya, T.O.; Hamill, A.S.; Weaver, S.E. Red clover and tillage influence on soil temperature, water content, and corn emergence. Agronomy Journal 1999, 91(1), 101–108. [Google Scholar] [CrossRef]
- Subrahmaniyan, K.; Zhou, W. Soil Temperature Associated with Degradable, Non-Degradable Plastic and Organic Mulches and Their Effect on Biomass Production, Enzyme Activities and Seed Yield of Winter Rapeseed (Brassica napus L.). Journal of Sustainable Agriculture 2008, 32, 611–627. [Google Scholar] [CrossRef]
- Wu, Y.; Perry, K.B.; Ristaino, J.B. Estimating temperature of mulched and bare soil from meteorological data. Agricultural and Forest Meteorology 1996, 81, 299–323. [Google Scholar] [CrossRef]
- Chen, S.Y.; Zhang, X.Y.; Pei, D.; Sun, H.Y.; Chen, S.L. Effects of straw mulching on soil temperature, evaporation and yield of winter wheat: Field experiments on the North China Plain. Annals of Applied Biology 2007, 150(3), 261–268. [Google Scholar] [CrossRef]
- Yin, W.; Chai, Q.; Guo, Y.; Fan, H.; Fan, Z.; Hu, F.; Zhao, C.; Yu, A.; Coulter, J.A. No tillage with plastic re-mulching maintains high maize productivity via regulating hydrothermal effects in an arid region. Frontiers in Plant Science 2021, 12. [Google Scholar] [CrossRef] [PubMed]
- Zapata, D.; Rajan, N.; Mowrer, J.; Casey, K.; Schnell, R.; Hons, F. Long-term tillage effect on with-in season variations in soil conditions and respiration from dryland winter wheat and soybean cropping systems. Scientific Reports 2021, 11. [Google Scholar] [CrossRef] [PubMed]
- Sun, S.; Chen, Z.; Jiang, H.; Zhang, L. Black film mulching and plant density influencing soil water temperature conditions and maize root growth. Vadose Zone Journal 2018, 17(1), 1–12. [Google Scholar] [CrossRef]
- Lynch, J.P. Root phenotypes for improved nutrient capture: An underexploited opportunity for global agriculture. New Phytologist 2019, 223(2), 548–564. [Google Scholar] [CrossRef]
- Gao, Y.; Xie, Y.; Jiang, H.; Wu, B.; Niu, J. Soil water status and root distribution across the rooting zone in maize with plastic film mulching. Field Crops Research 2013, 156, 40–47. [Google Scholar] [CrossRef]
- Li, Y.; Yang, J.; Shi, Z.; Pan, W.; Liao, Y.; Li, T.; Qin, X. Response of root traits to plastic film mulch and its effects on yield. Soil and Tillage Research 2021, 209, 104930. [Google Scholar] [CrossRef]
- Li, Q.; Li, H.; Zhang, L.; Zhang, S.; Chen, Y. Mulching improves yield and water-use efficiency of potato cropping in China: A meta-analysis. Field Crops Research 2018, 221, 50–60. [Google Scholar] [CrossRef]
- Yin, W.; Chai, Q.; Guo, Y.; Feng, F.; Zhao, C.; Yu, A.; Hu, F. Analysis of Leaf Area Index Dynamic and Grain Yield Components of Intercropped Wheat and Maize under Straw Mulch Combined with Reduced Tillage in Arid Environments. Journal of Agricultural Science 2016, 8(4), 26. [Google Scholar] [CrossRef]
- Dai, X.; Huo, Z.; Wang, H. Simulation for response of crop yield to soil moisture and salinity with artificial neural network. Field Crops Research 2011, 121(3), 441–449. [Google Scholar] [CrossRef]
- Zhao, J.; Liu, Z.; Lai, H.; Zhao, M.; Zhu, Q.; Zhao, C.; Yang, D.; Li, X. The impacts of soil tillage combined with plastic film management practices on soil quality, carbon footprint, and peanut yield. European J of Agr. 2023, 148, 126881. [Google Scholar] [CrossRef]
- Li, W.; Jin, C.; Guan, D.; Wang, Q.; Wang, A.; Yuan, F.; Wu, J. The effects of simulated nitrogen deposition on plant root traits: A meta-analysis. Soil Biology and Biochemistry 2015, 82, 112–118. [Google Scholar] [CrossRef]
- Zhang, G.; Hou, Y.; Zhang, H.; Fan, H.; Wen, X.; Han, J.; Liao, Y. Optimizing planting pattern and nitrogen application rate improves grain yield and water use efficiency for rain-fed spring maize by promoting root growth and reducing redundant root growth. Soil and Tillage Research 2022, 220, 105385. [Google Scholar] [CrossRef]
- Song, Q.; Zhang, F.; Li, X.; Yue, S.; Luo, Z.; Li, S. Understanding of maize root responses to changes in water status induced by plastic film mulching cultivation on the Loess Plateau, China. Agricultural Water Management 2024, 301, 108932. [Google Scholar] [CrossRef]
- Pregitzer, K.S.; King, J.S.; Burton, A.J.; Brown, S.E. Responses of tree fine roots to temperature. New Phytologist 2000, 147(1), 105–115. [Google Scholar] [CrossRef]
- Hatfield, J.L.; Prueger, J.H. Temperature extremes: Effect on plant growth and development. Weather and Climate Extremes 2015, 10, 4–10. [Google Scholar] [CrossRef]
- Lal, R. Soil carbon sequestration impacts on global climate change and food security. Science 2004, 304(5677), 1623–1627. [Google Scholar] [CrossRef]
- Lobell, D.B.; Schlenker, W.; Costa-Roberts, J. Climate trends and global crop production since 1980. Science 2011, 333(6042), 616–620. [Google Scholar] [CrossRef]
- Fageria, N.K.; Moreira, A. The role of mineral nutrition on root growth of crop plants. In Advances in agronomy, 2011; pp 251–331. [CrossRef]
- Lynch, J.P. Steep, cheap and deep: An ideotype to optimize water and N acquisition by maize root systems. Annals of Botany 2013, 112(2), 347–357. [Google Scholar] [CrossRef]
- Wasson, A.P.; Richards, R.A.; Chatrath, R.; Misra, S.C.; Prasad, S.V.S.; Rebetzke, G.J.; Kirkegaard, J.A.; Christopher, J.; Watt, M. Traits and selection strategies to improve root systems and water uptake in water-limited wheat crops. Journal of Experimental Botany 2012, 63(9), 3485–3498. [Google Scholar] [CrossRef] [PubMed]
- Hammer, G.L.; Dong, Z.; McLean, G.; Doherty, A.; Messina, C.; Schussler, J.; Zinselmeier, C.; Paszkiewicz, S.; Cooper, M. Can changes in canopy and/or root system architecture explain historical maize yield trends in the U.S. corn belt? Crop Science 2009, 49(1), 299–312. [Google Scholar] [CrossRef]
- White, R.G.; Kirkegaard, J.A. The distribution and abundance of wheat roots in a dense, structured subsoil – implications for water uptake. Plant Cell & Environment 2009, 33, 133–148. [Google Scholar] [CrossRef]
- Lynch, J.P. Root phenotypes for improved nutrient capture: An underexploited opportunity for global agriculture. New Phytologist 2019, 223(2), 548–564. [Google Scholar] [CrossRef]
- Du, X.; Zhang, W.-H.; Zhang, Y.-S.; Cao, C.-Y.; Li, K.-J. Artificial Warming from Late Winter to Early Spring by Phased Plastic Mulching Increases Grain Yield of Winter Wheat. ACTA AGRONOMICA SINICA 2016, 42. [Google Scholar] [CrossRef]









Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).